Image Classification on Tiny-ImageNet Instance-dependent Noise 0.3 (test)
82.69Best AccuracyDEFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 82.69 | 82.65 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 81.28 | 81.26 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 78.83 | 78.57 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 77.8 | 77.54 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 77.13 | 77.13 |