Seed1.6

ByteDance Seed / 豆包 · 2025-06-25 · 类别未确认

Seed1.6

发布文将其定位为带自适应思考（AdaCoT）的多模态通用系列，称视觉任务追平甚至超过 Seed1.5-VL。已收录的 8 项数值均来自 Seed1.6 Base 列的知识与数理基础评测，亮点为 BBH 92.08 与 MMLU 88.83；多模态旗舰版本身未给出数值。

输入模态: 文本 / 图像
上下文: 256K
参数: 230B-A23B MoE
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

mmlu 88.83 模型 seed-1-6 · 版本未说明 · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: MMLU · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
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  "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
}

General Knowledge & Reasoning group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 85.16/87.19/87.81/88.35. Vision read at native resolution.

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mmlu-pro 69.98 模型 seed-1-6 · 版本未说明 · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: MMLU-Pro · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
  "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
}

General Knowledge & Reasoning group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 63.91/59.84/68.18/66.47. Vision read at native resolution.

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supergpqa 45.08 模型 seed-1-6 · 版本未说明 · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: SuperGPQA · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
  "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
}

General Knowledge & Reasoning group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 40.85/41.53/44.06/36.81. Vision read at native resolution.

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bbh 92.08 模型 seed-1-6 · 版本未说明 · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: BBH · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
  "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
}

General Knowledge & Reasoning group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 83.62/86.22/88.87/88.36. Vision read at native resolution.

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gpqa 43.43 模型 seed-1-6 · 版本 Diamond · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: GPQA-Diamond · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
  "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 & Math & Coding group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 43.94/41.92/47.47/45.25. Vision read at native resolution.

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gsm8k 93.10 模型 seed-1-6 · 版本未说明 · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: GSM8k · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
  "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 & Math & Coding group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 87.72/87.57/94.39/89.99. Vision read at native resolution.

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math 72.86 模型 seed-1-6 · 版本未说明 · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: MATH · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
  "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 & Math & Coding group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 63.32/62.62/71.84/66.18. Vision read at native resolution.

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mbpp 83.60 模型 seed-1-6 · 版本未说明 · 指标 accuracy · 单位 percent 来源等级 A · vendor_reported · 核对日期 2026-09-01 · 距快照 33 天

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: LLM evaluation table (rendered non-DOM component) · table: Seed1.6 Base table (groups: General Knowledge & Reasoning / STEM & Math & Coding) · row: MBPP · figure: images/05.jpg (native-resolution crop re-read 2026-09-01)

{
  "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 & Math & Coding group. Table columns: Seed1.6 Base / LLaMA-4-Maverick Base / DeepSeek-V3 Base / Qwen3-235B-A22B Base / Seed1.5 Base. Page states external-model columns are sourced from the Qwen Technical Report (second-hand comparison). Same-table competitor cells (LLaMA-4-Maverick / DSV3 / Qwen3-235B / Seed1.5): 75.40/74.20/81.40/81.40. Vision read at native resolution.

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