Open-Vocabulary Generalization on Remote Sensing Categories Unseen (test)
62.54Plane AccuracyVecLang
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VecLangVector=true2026.06 | 62.54 | 52.89 | 81 | 92 | 78.22 | |
| SAM3Vector=false2026.06 | 55.18 | 11.98 | 18.34 | 39.49 | 31.25 | |
| SegEarth-OV3Vector=false2026.06 | 53.3 | 16.44 | 45.87 | 48.11 | 40.93 | |
| UniGeoSegVector=false2026.06 | 36.81 | 78.75 | 0.16 | 46.6 | 40.58 | |
| SegEarth-OVVector=false2026.06 | 34.79 | 54.08 | 22.68 | 24.62 | 34.04 | |
| Base VLM (Qwen3-VL-4B)Vector=true2026.06 | 15.65 | 20.58 | 19.52 | 17.62 | 18.34 |