Pixel-level Visual Grounding on DVGBench
46.7mIoUDroneVG-R1 7B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DroneVG-R1 7BRationale=true2026.01 | 46.7 | 44.15 | 51.78 | |
| DroneVG-R1 3BRationale=true2026.01 | 38.62 | 36.31 | 42.76 | |
| GeoPixelRationale=true2026.01 | 29.63 | 26.42 | 29.94 | |
| PixelLMRationale=false2026.01 | 27.77 | 38.84 | 27 | |
| GeoGroundRationale=false2026.01 | 24.57 | 28.92 | 24.94 | |
| NExT-ChatRationale=false2026.01 | 19.26 | 22.35 | 21.42 | |
| RemoteSAMRationale=false2026.01 | 12.02 | 12.85 | 9.97 | |
| GeoPixRationale=true2026.01 | 10.61 | 19.18 | 6.2 | |
| RMSINRationale=false2026.01 | 9.07 | 4.34 | 7.9 | |
| LISARationale=false2026.01 | 5.08 | 5.17 | 4.25 | |
| SegEarth-R1Rationale=false2026.01 | 3.89 | 6.02 | 2.75 |