OpenVLM MMT-Bench - Image Quality Assessment: leaderboard
Metric: Score (%). Source: huggingface.co. 207 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-8B | 65 |
| 2 | Qwen 2 VL 72B | 65 |
| 3 | InternVL3-38B | 65 |
| 4 | InternVL3-78B | 60 |
| 5 | Qwen 2 VL 7B | 60 |
| 6 | Gemini 1.5 Flash | 60 |
| 7 | InternVL2-8B | 55 |
| 8 | Pixtral-12B | 45 |
| 9 | Qwen 2 VL 2B | 40 |
| 10 | Aquila-VL-2B | 40 |
| 11 | Claude 3.5 Sonnet | 40 |
| 12 | Gemma 3 12B | 40 |
| 13 | GPT-4.1 Nano | 35 |
| 14 | Grok 2 (1212) | 30 |
| 15 | GPT-4.1 (2025-04-14) | 30 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-image-quality-assessment · How It Works · Data refreshed daily, snapshot 2026-09-05.