Scene Classification on Million-AID
67.55AccuracySkyCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SkyCLIPEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.12 | 67.55 | 2.5 | 2 | |
| GeoRSCLIPEvaluation Protocol=In-distribution, Prompting=20-prompt ensemble2025.12 | 65.54 | 3 | 3 | |
| VLM2GeoVecEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.12 | 64.82 | 2.3 | 1 | |
| CLIPEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.12 | 62.24 | 4.8 | 6 | |
| VLM2VecEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.12 | 58.92 | 6.5 | 7 | |
| GeoChatEvaluation Protocol=Zero-shot2025.12 | 57.78 | 4.3 | 5 | |
| RemoteCLIPEvaluation Protocol=Zero-shot, Prompting=20-prompt ensemble2025.12 | 49.48 | 4.2 | 4 |