Fine-grained Recognition on Ten Fine-Grained Recognition Datasets Average (Efficiency Metrics)
0.18Memory (GB)CLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIPCategory=Baseline, Backbone=CLIP-ViT-B/322026.06 | 0.18 | 0.06 | 0 | |
| MTACategory=Tuning-free, Backbone=CLIP-ViT-B/322026.06 | 0.23 | 6.68 | 25.8 | |
| TTCCategory=Tuning-free, Backbone=CLIP-ViT-B/322026.06 | 0.25 | 0.08 | 6.8 | |
| MACCategory=Tuning-free, Backbone=CLIP-ViT-B/322026.06 | 0.27 | 0.14 | 45.2 | |
| R-TPTCategory=Tuning-based, Backbone=CLIP-ViT-B/322026.06 | 1.89 | 6.73 | 37.5 | |
| TAPTCategory=Tuning-based, Backbone=CLIP-ViT-B/322026.06 | 8.87 | 3.57 | 12.3 |