Image Classification on CUB-200-2011 Instance-dependent Noise 0.3 (test)
81.39Accuracy (Best)DEFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 81.39 | 81.39 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 78.31 | 78.03 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 75.8 | 75.53 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 73.16 | 73.08 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 69.95 | 69.95 |