Image Classification on Entity-30 ID
97.4AccuracyLP-FT + VRF
Evaluation Results
| Method | Links | |
|---|---|---|
| LP-FT + VRFBackbone=CLIP ViT-B/162024.11 | 97.4 | |
| LP-FT + WSEBackbone=CLIP ViT-B/162024.11 | 97.3 | |
| E2E-FT + WSEBackbone=CLIP ViT-B/162024.11 | 97.2 | |
| LP-FT + OSEBackbone=CLIP ViT-B/162024.11 | 97.2 | |
| E2E-FT + OSEBackbone=CLIP ViT-B/162024.11 | 97 | |
| E2E-FT + VRFBackbone=CLIP ViT-B/162024.11 | 97 | |
| E2E-FTBackbone=CLIP ViT-B/162024.11 | 96.9 | |
| LP-FTBackbone=CLIP ViT-B/162024.11 | 96.9 | |
| Linear classifierBackbone=CLIP ViT-B/162024.11 | 95.3 | |
| LP-FT + WSEBackbone=CLIP ViT-B/322024.11 | 94.8 | |
| LP-FT + VRFBackbone=CLIP ViT-B/322024.11 | 94.8 | |
| LP-FT + OSEBackbone=CLIP ViT-B/322024.11 | 94.7 | |
| E2E-FT + WSEBackbone=CLIP ViT-B/322024.11 | 94.6 | |
| LP-FTBackbone=CLIP ViT-B/322024.11 | 94.6 | |
| E2E-FT + VRFBackbone=CLIP ViT-B/322024.11 | 94.5 | |
| E2E-FTBackbone=CLIP ViT-B/322024.11 | 94.4 | |
| E2E-FT + OSEBackbone=CLIP ViT-B/322024.11 | 94.4 | |
| Linear classifierBackbone=CLIP ViT-B/322024.11 | 93.3 | |
| Zero-shotBackbone=CLIP ViT-B/162024.11 | 68.3 | |
| Zero-shotBackbone=CLIP ViT-B/322024.11 | 65.2 |