Image Classification on ICinW ELEVATER
96CIFAR10 AccuracyCN-CLIP
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CN-CLIPEvaluation Protocol=Translated benchmark2022.11 | 96 | 79.7 | 51.2 | 52 | 55.1 | 26.2 | 49.9 | 79.4 | 63.5 | 84.9 | 59.6 | |
| WukongEvaluation Protocol=Translated benchmark2022.11 | 95.4 | 77.1 | 40.9 | 50.3 | — | — | — | — | — | — | 55 | |
| ALIGNEvaluation Protocol=Original benchmark2022.11 | 94.9 | 76.8 | 66.1 | 52.1 | 50.8 | 25 | 41.2 | 74 | 55.2 | 83 | 76.4 | |
| CLIPEvaluation Protocol=Original benchmark2022.11 | 94.9 | 77 | 56 | 63 | 48.3 | 33.3 | 11.5 | 79 | 62.3 | 84 | 76.2 | |
| OpenCLIPEvaluation Protocol=Original benchmark2022.11 | 93.5 | 76.2 | 56.4 | 53.7 | 50.3 | 20.8 | 28.8 | 70.9 | 50.5 | 82.3 | — | |
| DeCLIPEvaluation Protocol=Original benchmark2022.11 | 90.9 | 66.8 | 44.9 | 39.9 | 23.3 | 9 | 39.7 | 13.6 | 55.3 | 80.6 | 73.7 | |
| GITEvaluation Protocol=Original benchmark2022.11 | 88.5 | 61.1 | 42.9 | 43.4 | 41.4 | 6.7 | 22.1 | 68.9 | 50 | 80.2 | — | |
| BriVLEvaluation Protocol=Translated benchmark2022.11 | 72.3 | 35.9 | 18.8 | 25.5 | — | — | — | — | — | — | 24.3 |