5-way Classification on ChestX (test)
28.88AccuracyReCIT
Evaluation Results
| Method | Links | |
|---|---|---|
| ReCITShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 28.88 | |
| SRasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.03 | 28.37 | |
| REAPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 28.34 | |
| SRasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.03 | 28.25 | |
| ReCITShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 28.23 | |
| REAPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 27.98 | |
| CD-CLSShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 27.66 | |
| PMFShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.03 | 27.27 | |
| CD-CLSShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 27.23 | |
| FLoRShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.03 | 27.02 | |
| StyleAdvShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.03 | 26.97 | |
| StyleAdvShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.03 | 26.97 | |
| SVasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.03 | 26.77 | |
| SVasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.03 | 26.77 | |
| FLoRShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.03 | 26.71 | |
| REAPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 24.17 | |
| SRasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.03 | 23.89 | |
| ReCITShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 23.84 | |
| SRasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.03 | 23.63 | |
| REAPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 23.62 | |
| CD-CLSShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 23.39 | |
| ReCITShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 23.27 | |
| FLoRShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.03 | 23.26 | |
| CD-CLSShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 22.93 | |
| StyleAdvShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.03 | 22.92 | |
| StyleAdvShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.03 | 22.92 | |
| FLoRShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.03 | 22.78 | |
| SVasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.03 | 22.68 | |
| SVasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.03 | 22.68 | |
| PMFShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.03 | 21.73 |