Object Recognition on DomainNet (test)
86Accuracy R->CPACMAC
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PACMACIN1K Init.=MAE [26]2022.06 | 86 | 81.9 | 78.8 | 86 | 74.8 | 76.3 | 87.4 | 84 | 77.5 | 85.2 | 83.1 | 78.3 | 81.6 | |
| SENTRYIN1K Init.=MAE [26]2022.06 | 84.2 | 82.8 | 76.4 | 86.9 | 77.1 | 74.1 | 86.9 | 76.2 | 73.3 | 88.8 | 81.6 | 77.6 | 80.5 | |
| SENTRYIN1K Init.=DINO [25]2022.06 | 81.8 | 80.9 | 73.4 | 89.1 | 79.4 | 75.8 | 86.5 | 75.6 | 71.6 | 88.3 | 81.9 | 82.4 | 80.4 | |
| PACMACIN1K Init.=DINO [25]2022.06 | 80.7 | 82.9 | 82 | 85.7 | 78.8 | 78.3 | 87.3 | 75.5 | 75.2 | 84.7 | 79.6 | 82 | 81 | |
| sourceIN1K Init.=DINO [25]2022.06 | 75.7 | 82.8 | 68.2 | 81.9 | 73.9 | 71.1 | 82.6 | 70.6 | 69.5 | 80.8 | 76.9 | 78.1 | 76 | |
| CDANIN1K Init.=MAE [26]2022.06 | 72.2 | 74.5 | 59.3 | 80.6 | 57.3 | 59.2 | 78.5 | 57.4 | 61.2 | 81.4 | 73.2 | 69.4 | 67.7 | |
| sourceIN1K Init.=MAE [26]2022.06 | 71 | 77.6 | 62.9 | 73.7 | 61.5 | 63.3 | 82.4 | 63.1 | 66.1 | 76.6 | 71.9 | 69.6 | 70.1 | |
| TVTIN1K Init.=DINO [25]2022.06 | 70.4 | 79.7 | 64.2 | 80.2 | 68.1 | 65.2 | 81.6 | 61.9 | 65.6 | 80.3 | 71.4 | 74.1 | 71.9 | |
| CDANIN1K Init.=DINO [25]2022.06 | 66.1 | 72.6 | 50.8 | 75.6 | 45.2 | 41.1 | 79.1 | 48.5 | 43.4 | 77.1 | 61.9 | 58.9 | 58.2 |