Zero-shot Image Classification on Food
81.16Zero-shot AccuracyOriginal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OriginalBackbone=RN1012026.05 | 81.16 | — | |
| TIFSBackbone=RN502026.05 | 79 | 100 | |
| ICEDBackbone=RN1012026.05 | 78.57 | 96.81 | |
| CLIP-LIPBackbone=RN1012026.05 | 78.5 | 96.72 | |
| OriginalBackbone=RN502026.05 | 76.49 | — | |
| CLIP-LIPBackbone=RN502026.05 | 76.47 | 99.97 | |
| ICEDBackbone=RN502026.05 | 71.66 | 93.69 | |
| TIFSBackbone=RN1012026.05 | 70.5 | 86.87 | |
| GABackbone=RN1012026.05 | 58.44 | 72.01 | |
| GABackbone=RN502026.05 | 51.39 | 67.18 | |
| EMMNBackbone=RN502026.05 | 47.48 | 62.07 | |
| EMMNBackbone=RN1012026.05 | 42.44 | 52.29 | |
| FTBackbone=RN1012026.05 | 38.54 | 47.49 | |
| FTBackbone=RN502026.05 | 30.34 | 39.67 | |
| FisherBackbone=RN1012026.05 | 0.24 | 0.3 | |
| FisherBackbone=RN502026.05 | 0.23 | 0.3 | |
| LIPBackbone=RN502026.05 | 0.23 | 0.3 | |
| LIPBackbone=RN1012026.05 | 0.16 | 0.2 |