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ResearchFormerly WizWand

5-way Classification on ISIC (test)

55.28AccuracyREAP
29.363236.091642.8249.5484Mar 5, 2026
Updated 8mo ago

Evaluation results

MethodLinks
REAPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0355.28
ReCITShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0354.91
CD-CLSShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.0354.69
FLoRShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.0353.06
SRasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.0352.98
REAPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0352.8
ReCITShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0352.36
SVasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.0351.62
StyleAdvShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.0351.23
CD-CLSShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.0350.46
PMFShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.0350.12
SVasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.0349.75
FLoRShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.0349.52
SRasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.0349.44
StyleAdvShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.0347.73
REAPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0338.67
ReCITShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0338.48
REAPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0337.21
SRasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.0336.8
SRasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.0335.68
CD-CLSShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.0335.56
FLoRShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.0335.49
ReCITShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0335.13
SVasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.0334.49
SVasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.0334.49
CD-CLSShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.0334.21
FLoRShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.0334.2
StyleAdvShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.0333.99
StyleAdvShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.0333.05
PMFShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.0330.36