MEGA-Bench - Skill: Commonsense And Social Reasoning: leaderboard

The "Skill: Commonsense And Social Reasoning" subtask of MEGA-Bench. TIGER-Lab multimodal evaluation with 500+ tasks across vision-language understanding, generation, and reasoning with 44 models.

Metric: Average Score (%). Source: huggingface.co. Saturation forecast: Around January 2027. 44 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)68.7#123
2Gemini 2.0 Flash (Preview)64.7#370
3GPT-4o63.5#343
4Claude 3.5 Sonnet (20241022)59.1#291
5InternVL3-78B58#352
6Claude 3.5 Sonnet (20240620)57.6#299
7Gemini 1.5 Pro (002)57.5#349
8Qwen 2 VL 72B56.7#460
9Gemini 1.5 Flash (002)56.2#583
10InternVL3-38B56.2#405
11InternVL2.5-78B56.1#431
12GPT-4o Mini55.7#599
13GLM-4.1V-9B (Thinking)55.6#472 (GLM-4.1V-9B)
14Gemma 3 27B (IT)54.3#523
15InternVL3-14B53.6#505

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

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-skill-commonsense-and-social-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.