Classification on DTD (Accuracy, CovGap, MCCC)
9CovGapAPS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| APSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 9 | — | 7 | |
| L-APS (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 9 | — | 9 | |
| L-APSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 9 | — | 11 | |
| TOPKBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 8 | |
| L-TOPK (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 12 | |
| L-TOPKBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 21 | |
| LACBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 4 | |
| L-LAC (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 7 | |
| L-LACBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 7 | |
| RAPSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 5 | |
| L-RAPS (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 10 | — | 6 | |
| L-RAPSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.06 | 11 | — | 8 | |
| Zero-Shot AccuracyBackbone=ViT-L/142026.06 | — | 53.4 | — |