Hugging Face 官方基準測試：每日更新 2026-11-01
Hugging Face Official Benchmarks: Daily Update 2026-11-01
Hugging Face 官方基準測試排行榜截至 2026-11-01 共收錄 57 項基準測試及 1,169 個排行榜項目，並新增 29 個項目。六項基準測試的榜首模型有所變動，另新增 VDEBench 等 6 項官方基準測試。大部分排行榜項目由模型作者自行申報，評測設定各有不同，只有 Hugging Face 標記為已核實的項目才列為已核實。
This is the daily update of the Hugging Face Official Benchmarks map, which reads every Hugging Face official benchmark leaderboard straight from the public API.
As of 2026-11-01 (KST): 57 official benchmarks, 1,169 leaderboard entries.
What changed since the last snapshot
- ParseBench: new #1 ProKope-AI/ProKope-4B-Eagle-Eye (score 86.01), previously KDLAI/KDL-Frontier-Parser-nano.
- SWE-bench_Pro: new #1 PCL-RSI-lab/Seshat-agent (score 94.94), previously inclusionAI/Ling-3.1-flash.
- BRIGHT: new #1 FINAL-Bench/Darwin-BRIGHT-Retriever (score 0.307), previously mteb/baseline-bm25s.
- decision-index-leaderboard: new #1 FINAL-Bench/Darwin-27B-ZTC (score 63.03), previously no entries.
- arguana: new #1 FINAL-Bench/Darwin-180B-RSI-R3 (score 83.83), previously google/embeddinggemma-300m.
- terminal-bench-science: new #1 deepseek-ai/DeepSeek-V4.1-Flash-1017 (score 12.9), previously no entries.
- New official benchmarks: VDEBench, physical-engineerings-last-exam, safeagents-judge-bench, asimov-locomotion-bench, mmi, OmniCompass.
- 29 new leaderboard entries across all boards.
Organizations by number of #1 spots
| Rank | Organization | #1 spots |
|---|---|---|
| 1 | FINAL-Bench | 14 |
| 2 | deepseek-ai | 5 |
| 3 | zai-org | 5 |
| 4 | Qwen | 3 |
| 5 | inclusionAI | 3 |
| 6 | moonshotai | 3 |
| 7 | MiniMaxAI | 2 |
| 8 | XiaomiMiMo | 2 |
| 9 | ornith-ai | 2 |
| 10 | Edge0 | 1 |
Current #1 on every official benchmark
| Benchmark | #1 model | Score | Entries |
|---|---|---|---|
| MMLU-Pro | FINAL-Bench/Darwin-180B-RSI | 88.12 | 144 |
| gpqa | FINAL-Bench/Darwin-180B-RSI | 94.44 | 114 |
| hle | deepseek-ai/DeepSeek-V4.1-Flash | 63.9 | 96 |
| SWE-bench_Verified | ornith-ai/Ornith-1.5-397B | 86 | 68 |
| open-asr-leaderboard | Edge0/ARK-ASR-3B | 4.76 | 65 |
| WildClawBench | Qwen/Qwen3.8-2.4T-A95B | 708 | 51 |
| SWE-bench_Pro | PCL-RSI-lab/Seshat-agent | 94.94 | 47 |
| terminal-bench-2.0 | mindlab-research/Macaron-V1-Venti | 87.6 | 38 |
| terminal-bench-2.1 | deepseek-ai/DeepSeek-V4.1-Flash | 90.6 | 37 |
| ParseBench | ProKope-AI/ProKope-4B-Eagle-Eye | 86.01 | 35 |
| SWE-bench_Multilingual | inclusionAI/Ling-3.1-flash | 88.5 | 28 |
| deep-swe | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 77 | 27 |
| aime_2026 | FINAL-Bench/Darwin-180B-RSI | 100 | 26 |
| ScreenSpot-Pro | meta-models/Muse-Glimmer-30B | 75.4 | 24 |
| olmOCR-bench | SoMarkAI/OXR-1.0 | 87.84 | 23 |
| Claw-Eval | ornith-ai/Ornith-1.5-397B | 81.4 | 22 |
| gsm8k | XiaomiMiMo/MiMo-V2.5-Pro | 99.6 | 21 |
| hmmt_feb_2026 | FINAL-Bench/Darwin-180B-RSI | 100 | 19 |
| Toolathlon | XiaomiMiMo/MiMo-V2.6-Pro-RL | 76.9 | 18 |
| Real5-OmniDocBench | PaddlePaddle/PaddleOCR-VL-1.6 | 93.19 | 18 |
| OmniCompass | moonshotai/Kimi-K3 | 39.6 | 16 |
| MDPBench | FINAL-Bench/Darwin-180B-RSI | 83.65 | 16 |
| terminal-bench | inclusionAI/Ling-3.1-flash | 46.03 | 15 |
| RedlineBench | crosbylegal/gemini-4-argon | 59.5 | 15 |
| apex-agents | moonshotai/Kimi-K3 | 41 | 13 |
| skillsbench | inclusionAI/Ling-3.1-flash | 68.7 | 12 |
| MMMU_Pro | FINAL-Bench/Darwin-180B-RSI | 79.48 | 12 |
| LEXam-hard | FINAL-Bench/Darwin-180B-RSI | 45.72 | 12 |
| Vaani-Benchmark-V1.0 | gnani/gnani | 13 | 11 |
| ExtractBench | FINAL-Bench/Darwin-180B-RSI-R3 | 90.29 | 11 |
| LEXam | FINAL-Bench/Darwin-180B-RSI | 68.94 | 10 |
| yc-bench | MiniMaxAI/MiniMax-M3 | 2100000 | 10 |
| agents-last-exam | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 35.4 | 9 |
| Long-Horizon-Terminal-Bench | moonshotai/Kimi-K3 | 6 | 9 |
| typed-decisions | FINAL-Bench/Darwin-27B-ZTC-v5 | 0.812 | 8 |
| terminal-bench-science | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 12.9 | 8 |
| WBench | robbyant/lingbot-world-fast | 78.8 | 8 |
| physical-engineerings-last-exam | zai-org/GLM-5.2 | 26 | 7 |
| ResearchClawBench | zai-org/GLM-5.2 | 20.709230769230768 | 7 |
| Video-MME-v2 | MiniMaxAI/MiniMax-M3 | 85.4 | 7 |
| ifstruct-v1.0 | FINAL-Bench/Darwin-180B-RSI | 98.95 | 6 |
| VDEBench | Qwen/Qwen-Image-Edit | 0.757 | 5 |
| EvasionBench | zai-org/GLM-4.7 | 82.91 | 5 |
| arguana | FINAL-Bench/Darwin-180B-RSI-R3 | 83.83 | 4 |
| chi-bench | zai-org/GLM-5.1 | 18.7 | 3 |
| mmi | Qwen/Qwen3-Omni-30B-A3B-Instruct | 13.54 | 3 |
| BRIGHT | FINAL-Bench/Darwin-BRIGHT-Retriever | 0.307 | 2 |
| APEX-v1-extended | zai-org/GLM-4.7 | 51.7 | 2 |
| decision-index-leaderboard | FINAL-Bench/Darwin-27B-ZTC | 63.03 | 1 |
| vlabench_primitive_ft_lerobot_video | nvidia/GR00T-N1-2B | 39.7 | 1 |
How to read this
Most leaderboard entries are self-reported by model authors, and evaluation settings differ between submissions (sampling, voting, thinking budget). An entry is marked verified only where Hugging Face marks it so. Ties at rank 1 count for each tied organization.
Disclosure: QuantID is a technology partner of VIDRAFT, whose FINAL-Bench organization appears in these rankings. This post reports the public leaderboard data as published on Hugging Face; it is not an independent evaluation.
來源：DEV Community · dev.to