Image Classification on VisDA-RSUT ResNet-101 (test)
100Accuracy (Plane)BSP
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BSPSource-Free=false, Backbone=ResNet-1012024.03 | 100 | 57.1 | 68.9 | 56.8 | 83.7 | 26.7 | 78.7 | 16.2 | 63.7 | 1.9 | 0.1 | 0.1 | 46.2 | |
| SHOTSource-Free=true, Backbone=ResNet-1012024.03 | 86.2 | 48.1 | 77 | 62.8 | 92 | 66.2 | 90.7 | 61.3 | 76.9 | 73.5 | 67.2 | 9.1 | 67.6 | |
| NRCSource-Free=true, Backbone=ResNet-1012024.03 | 86.2 | 47.6 | 66.7 | 68.1 | 94.7 | 76.6 | 93.7 | 63.6 | 87.3 | 89 | 83.6 | 20.5 | 73.1 | |
| Source onlySource-Free=false, Backbone=ResNet-1012024.03 | 79.7 | 15.7 | 40.6 | 77.2 | 66.8 | 11.1 | 85.1 | 12.9 | 48.3 | 14.3 | 64.6 | 3.3 | 43.3 | |
| SF(DA)²Source-Free=true, Backbone=ResNet-1012024.03 | 79 | 43.3 | 73.6 | 74.7 | 92.8 | 98.3 | 93.4 | 79.1 | 90.1 | 87.5 | 81.1 | 34.2 | 77.3 | |
| AaDSource-Free=true, Backbone=ResNet-1012024.03 | 73.9 | 33.3 | 56.6 | 71.4 | 90.1 | 97 | 91.9 | 70.8 | 88.1 | 87.2 | 81.2 | 39.4 | 73.4 | |
| DANNSource-Free=false, Backbone=ResNet-1012024.03 | 71.7 | 35.7 | 58.5 | 21 | 80.9 | 73 | 45.7 | 23.7 | 12.2 | 4.3 | 1.5 | 0.9 | 35.8 | |
| CoWA-JMDSSource-Free=true, Backbone=ResNet-1012024.03 | 63.8 | 32.9 | 69.5 | 59.9 | 93.2 | 95.4 | 92.3 | 69.4 | 85.1 | 68.4 | 64.9 | 32.3 | 68.9 | |
| MCDSource-Free=false, Backbone=ResNet-1012024.03 | 63 | 41.4 | 84 | 67.3 | 86.6 | 93.9 | 85.6 | 76.3 | 84.1 | 11.3 | 5 | 3 | 58.5 |