Fine-grained Optical Understanding on VHM-HnstD
87.07Presence FactorEarth-OneVision
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Earth-OneVisionParameters=2B2026.06 | 87.07 | 85.75 | 93.33 | 100 | 83.93 | 90 | 73.14 | 81.67 | 86.86 | |
| VHMParameters=7B2026.06 | 85.06 | 81.5 | 93.33 | 93 | 76.79 | 90.67 | 47.52 | 87.67 | 81.94 | |
| CogVLMParameters=7B2026.06 | 74.71 | 31.25 | 68 | 100 | 33.93 | 16.67 | 29.34 | 11 | 45.61 | |
| Qwen-VL-ChatParameters=7B2026.06 | 72.99 | 47.62 | 8.33 | 39 | 54.29 | 29.52 | 31.79 | 28.91 | 39.06 | |
| LLaVA-1.5Parameters=7B2026.06 | 70.4 | 66.96 | 23.33 | 42 | 61.61 | 12 | 34.71 | 31.67 | 42.84 |