Image Classification on VisDA C (source)
99.9Plane AccuracySource model
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source modelBackbone=ResNet-101, Source-free=false, Evaluation Setting=G-SFDA2021.08 | 99.9 | 99.9 | 99.3 | 99.1 | 99.9 | 99.9 | 99.4 | 100 | 99.9 | 100 | 99.3 | 98.3 | 99.6 | |
| Ours w/ domain-IDBackbone=ResNet-101, Source-free=true, Evaluation Setting=G-SFDA, Domain-ID awareness=true2021.08 | 99.7 | 98.7 | 98.4 | 80 | 94.6 | 98.4 | 76.2 | 97.8 | 98.8 | 99.9 | 75.6 | 67.3 | 90.4 | |
| Ours w/o domain-IDBackbone=ResNet-101, Source-free=true, Evaluation Setting=G-SFDA, Domain-ID awareness=false2021.08 | 99.7 | 98.7 | 98.4 | 80 | 94.6 | 98.4 | 76.2 | 97.8 | 98.8 | 99.9 | 75.6 | 67.3 | 90.4 | |
| SHOTBackbone=ResNet-101, Source-free=true, Evaluation Setting=G-SFDA2021.08 | 99.3 | 97.3 | 34.9 | 47.3 | 94.4 | 93.2 | 38.3 | 94.4 | 99.1 | 92.7 | 55.4 | 62 | 75.7 |