Object Detection on Watercolor2k (unseen target domain)
91.2AP (Bicycle)AT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ATBackbone=ResNet-101, Source Domains=PASCAL VOC (sup.) & Clipart1k (unsup.)2021.11 | 91.2 | 55.2 | 60.4 | 37 | 39.6 | 69.8 | 56.7 | |
| MT + LdisBackbone=ResNet-101, Source Domains=PASCAL VOC (sup.) & Clipart1k (unsup.)2021.11 | 84.3 | 51.2 | 58.7 | 34.2 | 24.3 | 62.4 | 51.1 | |
| MT + WS Aug.Backbone=ResNet-101, Source Domains=PASCAL VOC (sup.) & Clipart1k (unsup.)2021.11 | 82.1 | 49 | 55.6 | 29.5 | 25.4 | 66.2 | 50.4 | |
| MTBackbone=ResNet-101, Source Domains=PASCAL VOC (sup.) & Clipart1k (unsup.)2021.11 | 80.5 | 43.4 | 53 | 27.6 | 19.5 | 55.6 | 47.6 | |
| OracleBackbone=ResNet-101, Note=Fully supervised2021.11 | 51.8 | 49.7 | 42.5 | 38.7 | 52.1 | 68.6 | 50.6 |