Seed 2.0-Lite
ByteDance Seed / 豆包 · 2026-03-10 · 类别未确认
官方发布来源 · 按需求选型 · 查看覆盖缺口 · 归档与转录记录
Seed 2.0-Lite
字节 Seed 系列页将 Seed2.0 Lite 定位为 Seed 基础模型系列首个全模态(omni-modal)理解模型,原生支持视频、图像、音频与文本的统一理解,并升级 Agent、Coding 与 GUI 能力,兼顾输出质量与响应速度,适合通用生产级场景。已收录评测覆盖文本智能体与编码、多模态理解、GUI 操作及视频与音频理解等领域,GPQA Diamond 88.4%、OSWorld Verified 64.4%。
- 输入模态
- 文本 / 图像 / 音频 / 视频
- 上下文
- 官方资料未说明
- 参数
- 官方资料未说明
- 价格(每百万 tokens)
- 无此口径报价;不等于免费
本变体的评测证据
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: GPQA Diamond · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: SuperGPQA · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: HLE (no tool, text only) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: BeyondAIME · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Reasoning group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: FrontierSci-olympiad · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Reasoning group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: Superchem (text-only) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: superchem not yet in data/benchmarks/. Reasoning group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: BABE · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: babe not yet in data/benchmarks/. Reasoning group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: CL-Bench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Instruction Following group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: MultiChallenge · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Instruction Following group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: WideSearch · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}SearchAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: BrowseComp · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}SearchAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: ResearchRubrics · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: researchrubrics not yet in data/benchmarks/. SearchAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: XPert Bench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}SearchAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: SkillsBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Real World group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: GDPval · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Real World group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: FinSearchComp · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Real World group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: Tob-Agent · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: tob-agent not yet in data/benchmarks/. Real World group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: SWE Multilingual · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}CodingAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: SWE-Bench Pro · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}CodingAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: NL2Repo-Bench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}CodingAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: PaperBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}CodingAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: Terminal Bench 2.0 · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}CodingAgent group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 1 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash) · row: Vibe Coding human evaluation (page: Vibe Coding 人工评估) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: vibe-coding-human-eval not yet in data/benchmarks/. CodingAgent group; human evaluation row. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 Mini / Gemini 3 Flash.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: MathVision · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}STEM group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: MMMU_Pro · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}STEM group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: HiPhO · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: hipho not yet in data/benchmarks/. STEM group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: MedXpertQA-MM · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: medxpertqa-mm not yet in data/benchmarks/. STEM group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: BabyVision · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Perception group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: VLMBias (repo id vlmsarebiased) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Perception group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: SimpleVQA · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Visual Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: WorldVQA · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Visual Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: CharXiv-DQ (descriptive query) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: charxiv-descriptive not yet in data/benchmarks/. InfoGraphics group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: CharXiv-RQ (reasoning query) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}InfoGraphics group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 2 (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High) · row: ERQA · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Embodied group. Same-table competitors: Lite 0215 / Pro 0215 / GPT-5.4 High / Gemini 3 Flash / Gemini 3.1 Pro High.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 3 GUI (columns: Seed2.0 Lite 0428 / Seed1.8 / Claude Opus 4.7 / Claude Sonnet 4.6 / Claude Sonnet 4.5 / GPT-5.4 High / Gemini 3.1 Pro) · row: OSWorld-Verfied (page spelling) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}GUI group. Same-table competitors: Seed1.8 / Opus 4.7 / Sonnet 4.6 / Sonnet 4.5 / GPT-5.4 High / Gemini 3.1 Pro.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 3 GUI (columns: Seed2.0 Lite 0428 / Seed1.8 / Claude Opus 4.7 / Claude Sonnet 4.6 / Claude Sonnet 4.5 / GPT-5.4 High / Gemini 3.1 Pro) · row: MobileWorld · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}GUI group. Same-table competitors: Seed1.8 / Opus 4.7 / Sonnet 4.6 / Sonnet 4.5 / GPT-5.4 High / Gemini 3.1 Pro.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoMMMU · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Video Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: MMVU · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Video Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoSimpleQA-v2 · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: videosimpleqa-v2 not yet in data/benchmarks/. Video Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoSimpleQA · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: videosimpleqa not yet in data/benchmarks/. Video Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: SciVideo · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: scivideo not yet in data/benchmarks/. Video Knowledge group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoReasonBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: videoreasonbench not yet in data/benchmarks/. Video Reasoning group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoHolmes · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: videoholmes not yet in data/benchmarks/. Video Reasoning group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: Minerva · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: minerva not yet in data/benchmarks/. Video Reasoning group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: TVBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Motion & Perception group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: TOMATO · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Motion & Perception group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: EgoTempo · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Motion & Perception group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: MotionBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Motion & Perception group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: ContPhy · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: contphy not yet in data/benchmarks/. Motion & Perception group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: Morese-500 (page spelling; Morse-500) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: morse-500 not yet in data/benchmarks/. Motion & Perception group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoMME · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Long Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoMMEv2 · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: video-mme-v2 not yet in data/benchmarks/. Long Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: CGBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Long Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: LongVideoBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Long Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: LVBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Long Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: VideoEval-Pro · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: videoeval-pro not yet in data/benchmarks/. Long Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: OVBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Streaming Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: ODVBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: odvbench not yet in data/benchmarks/. Streaming Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: LiveSports-3K · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: livesports-3k not yet in data/benchmarks/. Streaming Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: OVOBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}Streaming Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: ViSpeak · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: vispeak not yet in data/benchmarks/. Streaming Video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: CrossVid · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: crossvid not yet in data/benchmarks/. Multi-video group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: OmniVideoBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: omnivideobench not yet in data/benchmarks/. Visual-Audio Understanding group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: AVMeme · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: avmeme not yet in data/benchmarks/. Visual-Audio Understanding group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: JointAVBench · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: jointavbench not yet in data/benchmarks/. Visual-Audio Understanding group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 4 video (columns: Seed2.0 Lite 0428 / Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High) · row: WorldSense · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: worldsense not yet in data/benchmarks/. Visual-Audio Understanding group. Same-table competitors: Lite 0215 / Pro 0215 / Mini 0215 / Gemini 3 Pro High / Gemini 3 Flash High (page prints asterisks on several Gemini cells; footnote not captured in archive text).
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 5 audio (columns: Seed2.0 Lite 0428 / Gemini-3.1-Pro) · row: MMSU · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: mmsu not yet in data/benchmarks/. Audio group. Same-table competitor: Gemini-3.1-Pro. Page note: ASR rows use WER/CER, lower is better.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 5 audio (columns: Seed2.0 Lite 0428 / Gemini-3.1-Pro) · row: WildSpeech · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: wildspeech not yet in data/benchmarks/. Audio group. Same-table competitor: Gemini-3.1-Pro. Page note: ASR rows use WER/CER, lower is better.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 5 audio (columns: Seed2.0 Lite 0428 / Gemini-3.1-Pro) · row: WenetSpeech test-net · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: wenetspeech not yet in data/benchmarks/. WER/CER row, lower is better. Same-table competitor: Gemini-3.1-Pro. Page note: ASR rows use WER/CER, lower is better.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 5 audio (columns: Seed2.0 Lite 0428 / Gemini-3.1-Pro) · row: WenetSpeech test-meeting · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: wenetspeech not yet in data/benchmarks/. WER/CER row, lower is better. Same-table competitor: Gemini-3.1-Pro. Page note: ASR rows use WER/CER, lower is better.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 5 audio (columns: Seed2.0 Lite 0428 / Gemini-3.1-Pro) · row: Librispeech test-clean · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: librispeech not yet in data/benchmarks/. WER/CER row, lower is better. Same-table competitor: Gemini-3.1-Pro. Page note: ASR rows use WER/CER, lower is better.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 5 audio (columns: Seed2.0 Lite 0428 / Gemini-3.1-Pro) · row: Librispeech test-other · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: librispeech not yet in data/benchmarks/. WER/CER row, lower is better. Same-table competitor: Gemini-3.1-Pro. Page note: ASR rows use WER/CER, lower is better.
归一化读数:不计算;样本及方差不完整,无法计算置信区间。
原文位置与完整协议
heading: Model Performance / Evaluation Results · table: seed2 carousel table 5 audio (columns: Seed2.0 Lite 0428 / Gemini-3.1-Pro) · row: Fleurs (15 langs) · figure: images/17.png (full-page raw-scan; values are DOM text in archive page.html)
{
"harness": null,
"tools": null,
"shots": null,
"reasoning_effort": null,
"temperature": null,
"top_p": null,
"token_budget": null,
"turn_limit": null,
"time_limit": null,
"run_count": null,
"aggregation": null,
"judge": null
}new-benchmark: fleurs not yet in data/benchmarks/. Audio group. Same-table competitor: Gemini-3.1-Pro. Page note: ASR rows use WER/CER, lower is better.