OpenVLM MME - Commonsense Reasoning: leaderboard

OpenCompass OpenVLM MME subcategory score for commonsense reasoning over images.

Metric: Score. Source: huggingface.co. Saturation forecast: Estimated already saturated. 235 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2 VL 72B178.6#460
2InternVL3-78B175.7#352
3InternVL2.5-78B174.3#431
4InternVL3-38B172.1#405
5GPT-4.1 (2025-04-14)166.4#250
6GPT-4.1 Mini165.7#355
7InternVL3-14B165.7#505
8Gemini 2.0 Flash160#342
9Claude 3.7 Sonnet157.1#249
10Grok 2 (1212)156.4#496
11Moonshot v1 8K155.7#617
12Gemma 3 27B155#607
13Claude 3.5 Sonnet (20241022)152.1#291
14Qwen 2 VL 7B152.1#750
15Gemini 1.5 Pro150.7#445

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mme-commonsense-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.