Satellite Image Classification on FMoW
52.9WGAFINO
Evaluation results
| Method | Links | |
|---|---|---|
| FINOSupervised Parameters=2.7M, Backbone Status=frozen2026.06 | 52.9 | |
| Specialized SOTASupervised Parameters=80M-300M, Backbone Status=jointly trained / frozen2026.06 | 51.8 | |
| DINO (SSL)Supervised Parameters=2.7M, Backbone Status=frozen2026.06 | 48.4 | |
| Group-DROSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 46.4 | |
| DANNSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 46.2 | |
| CORALSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 45.9 | |
| frozen modelSupervised Parameters=2.7M, Backbone Status=frozen2026.06 | 45 | |
| fine-tuningSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 40.5 | |
| from scratchSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 24.3 |