Zero-shot Image Classification on ObjectNet
29.16Zero-shot AccuracyOriginal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OriginalBackbone=RN1012026.05 | 29.16 | — | |
| CLIP-LIPBackbone=RN1012026.05 | 27.66 | 94.86 | |
| ICEDBackbone=RN1012026.05 | 26.86 | 92.11 | |
| OriginalBackbone=RN502026.05 | 25.83 | — | |
| CLIP-LIPBackbone=RN502026.05 | 25.8 | 99.88 | |
| ICEDBackbone=RN502026.05 | 20.91 | 80.95 | |
| TIFSBackbone=RN1012026.05 | 19.13 | 65.6 | |
| GABackbone=RN1012026.05 | 18.62 | 63.85 | |
| TIFSBackbone=RN502026.05 | 16.95 | 65.62 | |
| GABackbone=RN502026.05 | 14.18 | 54.9 | |
| FTBackbone=RN1012026.05 | 13.26 | 45.47 | |
| EMMNBackbone=RN1012026.05 | 11.97 | 41.05 | |
| EMMNBackbone=RN502026.05 | 9.65 | 37.36 | |
| FTBackbone=RN502026.05 | 9.58 | 37.09 | |
| FisherBackbone=RN502026.05 | 1.14 | 4.41 | |
| LIPBackbone=RN1012026.05 | 0.79 | 2.71 | |
| LIPBackbone=RN502026.05 | 0.59 | 2.28 | |
| FisherBackbone=RN1012026.05 | 0.41 | 1.41 |