Zero-shot Classification on AID
76.33Top-1 AccuracyGeoRSCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| GeoRSCLIPParadigm=GVLM + FT, Tuned on=RS5M, Backbone=ViT-H-142023.06 | 76.33 | |
| GeoRSCLIPParadigm=GVLM + FT, Tuned on=RS5M, Backbone=ViT-B-322023.06 | 73.72 | |
| GeoRSCLIPParadigm=GVLM + Pfeiffer, Tuned on=RS5M, Backbone=ViT-B-322023.06 | 72.76 | |
| GeoRSCLIPParadigm=GVLM + LORA, Tuned on=RS5M, Backbone=ViT-B-322023.06 | 72.33 | |
| GeoRSCLIPParadigm=GVLM + UniPELT, Tuned on=RS5M, Backbone=ViT-B-322023.06 | 71.51 | |
| GeoRSCLIPParadigm=GVLM + Prefixtuning, Tuned on=RS5M, Backbone=ViT-B-322023.06 | 69.17 | |
| CLIP-BaselineParadigm=GVLM, Tuned on=-, Backbone=ViT-B-322023.06 | 66.22 |