5-way classification on Plantae (test)
78.73AccuracySRasP
Evaluation Results
| Method | Links | |
|---|---|---|
| SRasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.03 | 78.73 | |
| SVasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.03 | 78.67 | |
| StyleAdvShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.03 | 78.01 | |
| SRasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.03 | 77.23 | |
| REAPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 77.11 | |
| ReCITShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 77.01 | |
| SVasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.03 | 76.49 | |
| FLoRShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.03 | 76.22 | |
| ReCITShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 75.71 | |
| StyleAdvShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.03 | 75.55 | |
| REAPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 75.49 | |
| CD-CLSShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 73.1 | |
| CD-CLSShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 72.91 | |
| FLoRShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.03 | 72.8 | |
| SRasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.03 | 56.82 | |
| SRasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.03 | 56.7 | |
| SVasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.03 | 56.25 | |
| SVasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.03 | 56.25 | |
| ReCITShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 56.03 | |
| REAPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 55.96 | |
| ReCITShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 55.6 | |
| REAPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 55.56 | |
| StyleAdvShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.03 | 55.52 | |
| StyleAdvShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.03 | 55.52 | |
| PMFShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.03 | 53.6 | |
| CD-CLSShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 52.64 | |
| FLoRShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.03 | 52.29 | |
| FLoRShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.03 | 51.93 | |
| CD-CLSShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 51.88 |