Image Classification on Office-Caltech Multi-target
96.2Accuracy (A -> R)SHOT (full)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SHOT (full)Backbone=ResNet-101, mode=Full2020.02 | 96.2 | 97.3 | 96.3 | 96.2 | 96.5 | |
| SHOT-IMBackbone=ResNet-101, mode=Information Maximization2020.02 | 95.7 | 97.2 | 96.3 | 96.1 | 96.3 | |
| DADABackbone=ResNet-1012020.02 | 92 | 95.1 | 91.3 | 93.1 | 92.9 | |
| DANNBackbone=ResNet-1012020.02 | 91.5 | 94.3 | 90.5 | 80.3 | 89.1 | |
| Source model onlyBackbone=ResNet-1012020.02 | 90.7 | 96.1 | 90.2 | 90.9 | 92 | |
| ResNet-101Backbone=ResNet-1012020.02 | 90.5 | 94.3 | 88.7 | 82.5 | 89 | |
| SEBackbone=ResNet-1012020.02 | 90.3 | 94.7 | 88.5 | 85.3 | 89.7 | |
| MCDBackbone=ResNet-1012020.02 | 84.3 | 90.2 | 91.7 | 95.3 | 89.5 |