OpenVLM MME - Cognition — leaderboard
Metric: Score. Source: huggingface.co. 235 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-78B | 753.2 |
| 2 | Qwen 2 VL 72B | 733.6 |
| 3 | InternVL3-38B | 727.1 |
| 4 | InternVL3-14B | 720.7 |
| 5 | InternVL2.5-78B | 719.3 |
| 6 | Gemini 2.0 Flash | 707.5 |
| 7 | Ovis2-8B | 698.6 |
| 8 | GPT-4.1 (2025-04-14) | 673.9 |
| 9 | InternVL3-8B | 673.6 |
| 10 | Claude 3.7 Sonnet | 649.6 |
| 11 | Qwen 2 VL 7B | 637.1 |
| 12 | GPT-4.1 Mini | 615.7 |
| 13 | Claude 3.5 Sonnet (20241022) | 599.6 |
| 14 | MiniCPM-V-2.6 | 597.9 |
| 15 | Gemma 3 27B | 590 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mme-cognition · How the rankings work · Data refreshed daily, snapshot 2026-07-22.