Image Classification on ImageNet Robustness 1K A R O Sketch V2
38.6ImageNet-1K AccCLIP-PGS0.3
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CLIP-PGS0.3Image Encoder=ViT-B/162025.03 | 38.6 | 33.1 | 9.6 | 48.1 | 42.6 | 25.6 | 32.9 | 38.6 | 31.8 | |
| CLIP-PGS0.5Image Encoder=ViT-B/162025.03 | 38 | 32.6 | 9.1 | 45.1 | 41.1 | 23.9 | 31.6 | 38 | 30.4 | |
| E-CLIPImage Encoder=ViT-B/162025.03 | 36.3 | 30.7 | 8.1 | 47.9 | 39.6 | 25.4 | 31.3 | 36.3 | 30.3 | |
| CLIPImage Encoder=ViT-B/162025.03 | 36.1 | 30.7 | 8 | 47.6 | 38.4 | 24.9 | 31 | 36.1 | 29 | |
| CLIP-PGS0.3Image Encoder=ViT-S/162025.03 | 35.4 | 30.2 | 7.8 | 43.5 | 40.4 | 22.5 | 30 | 35.4 | 28.9 | |
| A-CLIPImage Encoder=ViT-B/162025.03 | 35.2 | 30.1 | 8.1 | 45.1 | 39.4 | 23.7 | 30.3 | 35.2 | 30.3 | |
| CLIP-PGS0.5Image Encoder=ViT-S/162025.03 | 34.9 | 29.5 | 7.4 | 41.8 | 40.6 | 21.4 | 29.3 | 34.9 | 28.1 | |
| FLIPImage Encoder=ViT-B/162025.03 | 34.4 | 29.5 | 7.1 | 41.4 | 39.5 | 20.1 | 28.7 | 34.4 | 27.5 |