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ResearchFormerly WizWand

5-way Classification on ChestX (test)

28.88AccuracyReCIT
21.44423.374525.30527.2355Mar 5, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ReCITShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0328.88
SRasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.0328.37
REAPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0328.34
SRasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.0328.25
ReCITShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0328.23
REAPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0327.98
CD-CLSShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.0327.66
PMFShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.0327.27
CD-CLSShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.0327.23
FLoRShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.0327.02
StyleAdvShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.0326.97
StyleAdvShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.0326.97
SVasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.0326.77
SVasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.0326.77
FLoRShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.0326.71
REAPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0324.17
SRasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.0323.89
ReCITShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0323.84
SRasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.0323.63
REAPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0323.62
CD-CLSShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.0323.39
ReCITShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0323.27
FLoRShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.0323.26
CD-CLSShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.0322.93
StyleAdvShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.0322.92
StyleAdvShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.0322.92
FLoRShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.0322.78
SVasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.0322.68
SVasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.0322.68
PMFShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.0321.73