Image Classification on ImageNet-1K and Variants (V2, A, R, O, Sketch) 1.0 (test)
38.6ImageNet-1K AccuracyCLIP-PGS0.3
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CLIP-PGS0.3protocol=zero-shot2025.03 | 38.6 | — | 33.1 | 9.6 | 48.1 | 42.6 | 25.6 | 32.9 | 38.6 | 31.8 | |
| CLIP-PGS0.5protocol=zero-shot2025.03 | 38 | — | 32.6 | 9.1 | 45.1 | 41.1 | 23.9 | 31.6 | 38 | 30.4 | |
| E-CLIPprotocol=zero-shot2025.03 | 36.3 | — | 30.7 | 8.1 | 47.9 | 39.6 | 25.4 | 31.3 | 36.3 | 30.3 | |
| CLIPprotocol=zero-shot2025.03 | 36.1 | — | 30.7 | 8 | 47.6 | 38.4 | 24.9 | 31 | 36.1 | 29 | |
| A-CLIPprotocol=zero-shot2025.03 | 35.2 | — | 30.1 | 8.1 | 45.1 | 39.4 | 23.7 | 30.3 | 35.2 | 30.3 | |
| FLIPprotocol=zero-shot2025.03 | 34.4 | — | 29.5 | 7.1 | 41.4 | 39.5 | 20.1 | 28.7 | 34.4 | 27.5 |