Image Classification on CUB-200-2011 Instance-dependent Noise 0.2 (test)
82.53Best AccuracyDEFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 82.53 | 82.5 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 81.91 | 81.91 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 80.36 | 80.25 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 78.32 | 78.32 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 75.73 | 75.65 |