High-Resolution Perception on V*-Bench v1.0 (test)
83.8Overall ScoreVRE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VRETool Use=No, Param Size=7B2026.03 | 83.8 | 84.3 | 82.9 | |
| ThymeTool Use=Yes, Param Size=7B2026.03 | 82.2 | 83.5 | 80.3 | |
| DeepEyesV2Tool Use=Yes, Param Size=7B2026.03 | 81.8 | — | — | |
| Qwen2.5-VLTool Use=No, Param Size=32B2026.03 | 81.2 | 77.4 | 86.8 | |
| DyFoTool Use=Yes, Param Size=7B2026.03 | 81.2 | 80 | 82.9 | |
| Semantic-backTool Use=No, Param Size=7B2026.03 | 79.6 | 80.2 | 78.7 | |
| GPT-4oTool Use=No, Param Size=-2026.03 | 79.5 | 60.5 | 67.5 | |
| Qwen2.5-VLTool Use=No, Param Size=7B2026.03 | 76.4 | 78.2 | 73.6 | |
| LLaVA-OneVisionTool Use=No, Param Size=7B2026.03 | 75.4 | 75.7 | 75 | |
| SEALTool Use=Yes, Param Size=7B2026.03 | 75.4 | 74.8 | 76.3 |