Zero-Shot Image Classification on Flower102 (ZS Acc, CovGap, MCCC)
0.13CovGapL-LAC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| L-LACBackbone=RN101, Alpha=0.12026.06 | 0.13 | — | 0.03 | |
| L-APSBackbone=RN101, Alpha=0.12026.06 | 0.13 | — | 0.03 | |
| TOPKBackbone=RN101, Alpha=0.12026.06 | 0.14 | — | 0 | |
| L-TOPKBackbone=RN101, Alpha=0.12026.06 | 0.14 | — | 0.01 | |
| APSBackbone=RN101, Alpha=0.12026.06 | 0.14 | — | 0.02 | |
| L-APS (naive)Backbone=RN101, Alpha=0.12026.06 | 0.14 | — | 0.01 | |
| RAPSBackbone=RN101, Alpha=0.12026.06 | 0.14 | — | 0 | |
| L-RAPSBackbone=RN101, Alpha=0.12026.06 | 0.14 | — | 0 | |
| L-TOPKBackbone=RN50, alpha=0.12026.06 | 0.14 | — | 0.01 | |
| L-TOPK (naive)Backbone=RN101, Alpha=0.12026.06 | 0.15 | — | 0 | |
| LACBackbone=RN101, Alpha=0.12026.06 | 0.15 | — | 0 | |
| L-LAC (naive)Backbone=RN101, Alpha=0.12026.06 | 0.15 | — | 0 | |
| L-RAPS (naive)Backbone=RN101, Alpha=0.12026.06 | 0.15 | — | 0 | |
| Zero-Shot AccuracyBackbone=RN502026.06 | — | 66 | — | |
| Zero-Shot BaselineBackbone=RN1012026.06 | — | 64.4 | — |