Zero-shot Image Classification on CIFAR-10
89.86Zero-shot AccuracyTIFS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TIFSBackbone=RN1012026.05 | 89.86 | 100 | |
| TIFSBackbone=RN502026.05 | 83.8 | 100 | |
| OriginalBackbone=RN1012026.05 | 73.82 | — | |
| CLIP-LIPBackbone=RN1012026.05 | 70.08 | 94.93 | |
| ICEDBackbone=RN1012026.05 | 70.02 | 94.85 | |
| OriginalBackbone=RN502026.05 | 68.84 | — | |
| CLIP-LIPBackbone=RN502026.05 | 67.77 | 98.45 | |
| ICEDBackbone=RN502026.05 | 65.06 | 94.51 | |
| GABackbone=RN1012026.05 | 18.73 | 25.37 | |
| EMMNBackbone=RN1012026.05 | 17.31 | 23.45 | |
| FTBackbone=RN1012026.05 | 15.78 | 21.38 | |
| GABackbone=RN502026.05 | 14.08 | 20.45 | |
| FisherBackbone=RN1012026.05 | 13.44 | 18.21 | |
| FTBackbone=RN502026.05 | 12.26 | 17.81 | |
| LIPBackbone=RN1012026.05 | 11.89 | 16.11 | |
| EMMNBackbone=RN502026.05 | 11.75 | 17.07 | |
| LIPBackbone=RN502026.05 | 10.46 | 15.19 | |
| FisherBackbone=RN502026.05 | 10.12 | 14.7 |