High-resolution Visual Search on HR-Bench 4K
79.3Overall ScoreFOCUS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FOCUSexternal_tool=true2026.05 | 79.3 | — | — | |
| SeProDbase_method=Mini-o3, external_tool=false, prophet_model_size=7B2026.05 | 78.6 | 92 | 65.2 | |
| SeProDbase_method=Mini-o3, external_tool=false, prophet_model_size=3B2026.05 | 78.3 | 91.5 | 65.2 | |
| Mini-o3external_tool=false2026.05 | 77.2 | 90.4 | 64 | |
| Simple-o3external_tool=false2026.05 | 76.2 | — | — | |
| SeProDbase_method=DeepEyes, external_tool=false, prophet_model_size=3B2026.05 | 73.8 | 91.8 | 55.8 | |
| SeProDbase_method=Pixel Reasoner, external_tool=false, prophet_model_size=3B2026.05 | 73.6 | 86 | 61.3 | |
| DeepEyesexternal_tool=false2026.05 | 73 | 90.8 | 55.3 | |
| Pixel Reasonerexternal_tool=false2026.05 | 72.6 | 84.8 | 60.5 | |
| ZoomEyesexternal_tool=true2026.05 | 69.6 | 84.3 | 55 | |
| RAPexternal_tool=true2026.05 | 57.1 | 73.8 | 40.5 |