Image Classification on Pattern
97.27AccuracyIOTA
Evaluation results
| Method | Links | |
|---|---|---|
| IOTAShot=16-shot, Backbone=ViT-B/162026.01 | 97.27 | |
| IOTAShot=8-shot, Backbone=ViT-B/162026.01 | 96.17 | |
| Clip-AdapterShot=16-shot, Backbone=ViT-B/162026.01 | 95.71 | |
| ProTextShot=16-shot, Backbone=ViT-B/162026.01 | 95.3 | |
| CoOpShot=16-shot, Backbone=ViT-B/162026.01 | 94.85 | |
| TCPShot=16-shot, Backbone=ViT-B/162026.01 | 94.53 | |
| LP++Shot=16-shot, Backbone=ViT-B/162026.01 | 94.11 | |
| KgCoOpShot=16-shot, Backbone=ViT-B/162026.01 | 93.87 | |
| MapleShot=16-shot, Backbone=ViT-B/162026.01 | 93.82 | |
| ProGradShot=16-shot, Backbone=ViT-B/162026.01 | 93.52 | |
| ProTextShot=8-shot, Backbone=ViT-B/162026.01 | 93.25 | |
| Clip-AdapterShot=8-shot, Backbone=ViT-B/162026.01 | 92.5 | |
| TCPShot=8-shot, Backbone=ViT-B/162026.01 | 91.61 | |
| CoOpShot=8-shot, Backbone=ViT-B/162026.01 | 91.45 | |
| LP++Shot=8-shot, Backbone=ViT-B/162026.01 | 91.44 | |
| Co-CoOpShot=16-shot, Backbone=ViT-B/162026.01 | 91.23 | |
| KgCoOpShot=8-shot, Backbone=ViT-B/162026.01 | 91.02 | |
| ProGradShot=8-shot, Backbone=ViT-B/162026.01 | 90.84 | |
| MapleShot=8-shot, Backbone=ViT-B/162026.01 | 86.97 | |
| Co-CoOpShot=8-shot, Backbone=ViT-B/162026.01 | 86.91 | |
| CLIPShot=0, Backbone=ViT-B/162026.01 | 61.33 |