Image Classification on CUB-200-2011 Symmetric Noise 0.4 (test)
79.24Accuracy (Best)DEFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 79.24 | 79.13 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 78.12 | 77.87 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 73.09 | 72.87 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 68.26 | 68.26 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 64.39 | 64.38 |