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ResearchFormerly WizWand

5-way classification on Plantae (test)

78.73AccuracySRasP
50.80658.055565.30572.5545Mar 5, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SRasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.0378.73
SVasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.0378.67
StyleAdvShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.0378.01
SRasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.0377.23
REAPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0377.11
ReCITShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0377.01
SVasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.0376.49
FLoRShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.0376.22
ReCITShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0375.71
StyleAdvShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.0375.55
REAPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0375.49
CD-CLSShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.0373.1
CD-CLSShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.0372.91
FLoRShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.0372.8
SRasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.0356.82
SRasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.0356.7
SVasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.0356.25
SVasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.0356.25
ReCITShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0356.03
REAPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.0355.96
ReCITShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0355.6
REAPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.0355.56
StyleAdvShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.0355.52
StyleAdvShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.0355.52
PMFShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.0353.6
CD-CLSShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.0352.64
FLoRShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.0352.29
FLoRShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.0351.93
CD-CLSShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.0351.88