Region-level Classification on RRSIS-D
82.89Top-1 AccuracyGeoAlignCLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GeoAlignCLIPVersion=ViT-L/142026.03 | 82.89 | 98.03 | |
| VHMVersion=Vicuna-7B2026.03 | 77.86 | — | |
| GeoAlignCLIPVersion=ViT-B/162026.03 | 77.04 | 93.57 | |
| SkysenseGPTVersion=Vicuna v1.5-7B2026.03 | 73.44 | — | |
| FG-CLIPVersion=ViT-L/14-3362026.03 | 63 | 93.26 | |
| GeoRSCLIPVersion=ViT-L/142026.03 | 58.27 | 82.41 | |
| GeoRSCLIPVersion=ViT-L/14-3362026.03 | 57.64 | 81.98 | |
| GeoChatVersion=Vicuna v1.5-7B2026.03 | 54.71 | — | |
| SkyCLIPVersion=ViT-L/14-pct502026.03 | 54.04 | 87.91 | |
| FG-CLIPVersion=ViT-B/162026.03 | 53.64 | 84.79 | |
| LRSCLIPVersion=ViT-L/142026.03 | 53.28 | 85.38 | |
| SkyCLIPVersion=ViT-L/14-pct302026.03 | 53.04 | 87.45 | |
| GeoRSCLIPVersion=ViT-B/322026.03 | 52.07 | 79.51 | |
| RemoteCLIPVersion=ViT-L/142026.03 | 51.76 | 72.26 | |
| LongCLIPVersion=ViT-L/142026.03 | 48.09 | 80.1 | |
| CLIPVersion=ViT-L/142026.03 | 47.47 | 82.65 | |
| LRSCLIPVersion=ViT-B/162026.03 | 45.48 | 80.99 | |
| RemoteCLIPVersion=ViT-B/322026.03 | 42.6 | 64.48 | |
| CLIPVersion=ViT-B/162026.03 | 41.68 | 73.63 | |
| LongCLIPVersion=ViT-B/162026.03 | 40.79 | 69.21 | |
| SkyCLIPVersion=ViT-B/322026.03 | 1.66 | 17.83 |