Zero-Shot Image Classification on EuroSAT (Accuracy and Set Size)
5.6Averaged Set SizeTOPK
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TOPKBackbone=RN50, Alpha=0.1, Folds=102026.06 | 5.6 | — | |
| APSBackbone=RN50, Alpha=0.1, Folds=102026.06 | 5.49 | — | |
| L-APS (naive)Backbone=RN50, Alpha=0.1, Folds=102026.06 | 5.33 | — | |
| L-APSBackbone=RN50, Alpha=0.1, Folds=102026.06 | 5.05 | — | |
| RAPSBackbone=RN50, Alpha=0.1, Folds=102026.06 | 5.04 | — | |
| L-RAPS (naive)Backbone=RN50, Alpha=0.1, Folds=102026.06 | 4.94 | — | |
| LACBackbone=RN50, Alpha=0.1, Folds=102026.06 | 4.71 | — | |
| L-TOPK (naive)Backbone=RN50, Alpha=0.1, Folds=102026.06 | 4.62 | — | |
| L-TOPKBackbone=RN50, Alpha=0.1, Folds=102026.06 | 4.58 | — | |
| L-LAC (naive)Backbone=RN50, Alpha=0.1, Folds=102026.06 | 4.56 | — | |
| L-LACBackbone=RN50, Alpha=0.1, Folds=102026.06 | 4.4 | — | |
| L-RAPSBackbone=RN50, Alpha=0.1, Folds=102026.06 | 4.23 | — | |
| Zero-Shot AccuracyBackbone=RN502026.06 | — | 36.1 |