OpenVLM MMT-Bench - Text-to-Image Retrieval — leaderboard
Metric: Score (%). Source: huggingface.co. 207 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-78B | 90 |
| 2 | Qwen 2 VL 72B | 70 |
| 3 | InternVL3-14B | 70 |
| 4 | GPT-4.1 Mini | 65 |
| 5 | InternVL3-38B | 60 |
| 6 | Gemini 1.5 Flash | 60 |
| 7 | Ovis2-8B | 55 |
| 8 | MiniCPM-V-2.6 | 55 |
| 9 | Claude 3.7 Sonnet | 55 |
| 10 | Gemini 1.5 Pro | 55 |
| 11 | Claude 3.5 Sonnet | 55 |
| 12 | Gemma 3 12B | 50 |
| 13 | GPT-4.1 (2025-04-14) | 50 |
| 14 | InternVL3-8B | 45 |
| 15 | Qwen 2 VL 7B | 45 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-text-to-image-retrieval · How the rankings work · Data refreshed daily, snapshot 2026-07-22.