Fine-grained Visual Perception on HRBench8K
68.5Overall ScoreAMVL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMVLAccess=Open-Source, Model size=7B2026.07 | 68.5 | 83.5 | 53.5 | |
| MonetAccess=Open-Source2026.07 | 68 | 79.75 | 56.25 | |
| Qwen2.5-VL-7BAccess=Open-Source, Model size=7B, Training=SFT + GRPO2026.07 | 66.75 | 78 | 55.5 | |
| PixelReasonerAccess=Open-Source2026.07 | 66.12 | 76.5 | 55.75 | |
| Mull-TokensAccess=Open-Source2026.07 | 65.75 | 81 | 50.5 | |
| DeepEyesAccess=Open-Source2026.07 | 65.13 | 77 | 53.25 | |
| LVRAccess=Open-Source2026.07 | 64.12 | 77.25 | 51 | |
| Qwen2.5-VL-7BAccess=Open-Source, Model size=7B2026.07 | 63.75 | 74.25 | 53.25 | |
| Qwen2.5-VL-7BAccess=Open-Source, Model size=7B, Training=SFT2026.07 | 61.63 | 70.75 | 52.5 | |
| GPT-4oAccess=Proprietary2026.07 | 55.5 | 62 | 49 |