| CharXiv Reasoning (no tools) | 79.5% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| MMMU-Pro | 75% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| MMMU (validation) | 82.3% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| MathVision | 86% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| MathVista (testmini) | 87.8% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| AI2D (test) | 92.9% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| BabyVision (with tools) | 44.6% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: enabled; code interpreter |
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| LVBench | 73.6% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| OmniDocBench 1.5 | 88.9% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| Video-MMMU | 82.3% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| OCRBench | 89.4% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| HallusionBench | 70% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| MMStar | 81% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| BabyVision (no tools) | 34.8% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: none |
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| ERQA | 60.5% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| SimpleVQA | 56% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| Video-MME (with subtitles) | 87% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| RealWorldQA | 83.7% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| MMVU | 73.3% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| V* Bench (tool setting not stated) | 93.7% | Alibaba, Qwen3.6-27B model cardchecked 2026-10-15 | - |
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| CC-OCR | 81% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| MMBench-EN dev v1.1 | 92.6% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| CountBench | 97.8% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| DynaMath | 87.7% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| ZeroBench (subquestions) | 36.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| EmbSpatial-Bench | 84.5% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| MLVU | 85.9% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| MMLongBench-Doc | 60.2% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| Video-MME (without subtitles) | 82.8% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| ZeroBench (metric not stated) | 10% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| MVBench | 74.6% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| RefSpatial-Bench | 67.7% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| LingoQA | 82% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| V* Bench (with tools) | 93.7% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: enabled; code interpreter |
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| RefCOCO (average) | 90.9% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 2 more pages | - |
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| VLMs are Blind | 96.9% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| ODinW-13 | 41.1% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page | - |
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| Hypersim (metric not stated) | 13 | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| nuScenes (metric not stated) | 15.2 | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| SUN RGB-D (metric not stated) | 35.4 | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | - |
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| V* Bench (no tools) | 89% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: none |
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| TIR-Bench (no tools) | 42.3% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: none |
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| TIR-Bench (with code interpreter) | 59.8% | Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15 | Tools: enabled; code interpreter |
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