Image Classification on CUB-200 Instance-dependent Noise 0.4 2011 (test)
79.34Accuracy (Best)DEFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 79.34 | 79.24 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 71.25 | 70.95 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 69.62 | 69.62 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 63.57 | 63.34 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 56.13 | 55.8 |