OpenVLM MMT-Bench - Image-to-Image Retrieval: leaderboard
The "Image-to-Image Retrieval" subtask of OpenVLM MMT-Bench. OpenCompass OpenVLM evaluation of MMT-Bench: multimodal tasks covering visual recognition, localization, OCR, counting, relation reasoning, visual math, and hallucination detection.
Metric: Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 207 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | InternVL3-14B | 90 | #505 |
| 2 | InternVL3-38B | 85 | #405 |
| 3 | InternVL3-78B | 85 | #352 |
| 4 | Gemini 1.5 Pro | 80 | #445 |
| 5 | GPT-4.1 (2025-04-14) | 75 | #250 |
| 6 | Gemma 3 27B | 75 | #607 |
| 7 | Qwen 2 VL 72B | 75 | #460 |
| 8 | Qwen 2.5 VL 7B | 75 | #643 |
| 9 | Gemini 1.5 Flash | 75 | #618 |
| 10 | InternVL2-8B | 70 | #817 |
| 11 | Claude 3.5 Sonnet | 70 | #350 |
| 12 | GPT-4.1 Mini | 65 | #355 |
| 13 | InternVL3-8B | 65 | #620 |
| 14 | Gemma 3 12B | 65 | #671 |
| 15 | Grok 2 (1212) | 65 | #496 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-image-to-image-retrieval · How It Works · Data refreshed daily, snapshot 2026-10-20.