Image Classification on VisDA-C (12->6 adaptation)
98.8Accuracy (R->S)Target-supervised
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Target-supervisedBackbone=ResNet-502020.12 | 98.8 | 89.9 | 94.3 | |
| SHOT++Backbone=ResNet-50, Augmented=true2020.12 | 75.3 | 78.6 | 77 | |
| DRCNBackbone=ResNet-502020.12 | 73.2 | 58.2 | 65.7 | |
| SHOTBackbone=ResNet-502020.12 | 73.1 | 74.2 | 73.6 | |
| IWANBackbone=ResNet-502020.12 | 71.3 | 48.6 | 60 | |
| SHOT-IM++Backbone=ResNet-50, Augmented=true2020.12 | 70 | 75.7 | 72.9 | |
| SANBackbone=ResNet-502020.12 | 69.7 | 49.9 | 59.8 | |
| SHOT-IMBackbone=ResNet-502020.12 | 69.2 | 68.8 | 69 | |
| Source model only++Backbone=ResNet-50, Augmented=true2020.12 | 67.7 | 65.8 | 66.8 | |
| ResNet-50Backbone=ResNet-502020.12 | 64.3 | 45.3 | 54.8 | |
| Source model onlyBackbone=ResNet-502020.12 | 60.9 | 46.6 | 53.8 |