OpenVLM MMBench V1.1 EN - Identity Reasoning: leaderboard
OpenCompass OpenVLM MMBench V1.1 English split accuracy for identity reasoning.
Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 284 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 | 100 | #98 |
| 2 | Qwen 2 VL 72B | 100 | #460 |
| 3 | Gemini 2.5 Pro | 98.7 | #152 |
| 4 | InternVL3-8B | 98.7 | #620 |
| 5 | Gemini 1.5 Flash (002) | 98.7 | #583 |
| 6 | InternVL3-78B | 98.7 | #352 |
| 7 | GPT-4.1 (2025-04-14) | 98.7 | #250 |
| 8 | Gemma 3 27B | 98.7 | #607 |
| 9 | InternVL2.5-78B | 98.7 | #431 |
| 10 | GPT-4o ChatGPT | 98.7 | |
| 11 | GPT-4.1 Mini | 97.4 | #355 |
| 12 | Gemini 1.5 Pro (002) | 97.4 | #349 |
| 13 | MiniCPM-V-2.6 | 97.4 | #836 |
| 14 | Qwen 2 VL 7B | 97.4 | #750 |
| 15 | InternVL3-14B | 97.4 | #505 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmbench-v1-1-en-identity-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.