Zero-shot classification on BREEDS-structured ImageNet-1k (test)
73.8Level 1 ScoreCHiLS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CHiLSBackbone=ViT-B/16, Hierarchy Type=BREEDS, Evaluation Protocol=Zero-shot2024.05 | 73.8 | 67.2 | 62.2 | 70.1 | 64.5 | 73.5 | |
| H-CLIPBackbone=ViT-B/16, Hierarchy Type=BREEDS, Evaluation Protocol=Zero-shot2024.05 | 67.9 | 69.3 | 62.4 | 69.6 | 65.9 | 75.4 | |
| CLIPBackbone=ViT-B/16, Hierarchy Type=BREEDS, Evaluation Protocol=Zero-shot2024.05 | 56.2 | 56.8 | 43.3 | 55.2 | 62.4 | 73.1 | |
| SHiNeBackbone=ViT-B/16, Hierarchy Type=BREEDS, Evaluation Protocol=Zero-shot2024.05 | 50.4 | 60.9 | 54.7 | 70.3 | 69.1 | 78.9 |