Reasoning on MME-RealWorld Lite (test)
76OCRLLaVA-OneVision-72B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LLaVA-OneVision-72BParameters=72B2025.07 | 76 | 41 | 38.7 | 39.3 | — | |
| InternVL3-78BParameters=78B2025.07 | 76 | 56 | 46 | 40.3 | — | |
| DeepEyes-7BParameters=7B2025.07 | 76 | 69 | 44 | 35 | — | |
| Qwen2.5-VL-72BParameters=72B2025.07 | 74 | 61 | 26.7 | 25.5 | — | |
| TreeVGR-7BParameters=7B2025.07 | 74 | 66 | 51.3 | 39 | — | |
| LLaVA-OV-7BModel=LLaVA-OV-7B2025.06 | 72 | 40 | 44 | 32.35 | 40.93 | |
| Qwen2.5-VL-7BParameters=7B2025.07 | 72 | 62 | 28.7 | 23 | — | |
| FOCUSModel=LLaVA-OV-7B, Average FP [#]=8.212025.06 | 71 | 52 | 51.33 | 33.5 | 44.53 | |
| Pixel-Reasoner-7BParameters=7B2025.07 | 71 | 72 | 46 | 32.5 | — | |
| InternVL3-8BParameters=8B2025.07 | 70 | 44 | 40 | 37 | — | |
| LLaVA-OneVision-7BParameters=7B2025.07 | 65 | 33 | 38 | 32 | — | |
| ZoomEyeModel=LLaVA-OV-7B, Average FP [#]=45.952025.06 | 64 | 49 | 46 | 35.5 | 43.2 |