Object Detection on VOC to Comic (test)
50.2mAPDDT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DDTDetector=FRCNN-R1012025.06 | 50.2 | — | 63.2 | 34.8 | 56.6 | 31.7 | 39 | 75.9 | |
| DDTDetector=FRCNN-R502025.06 | 47 | — | 60.9 | 28.2 | 52.5 | 29.3 | 36.8 | 74.5 | |
| DA-ProBackbone=ResNet-502023.06 | 44.6 | — | — | — | — | — | — | — | |
| DDTDetector=FRCNN-R182025.06 | 42.5 | — | 56.8 | 21.2 | 46.6 | 25.5 | 32.3 | 72.6 | |
| BaselineBackbone=ResNet-502023.06 | 40.6 | — | — | — | — | — | — | — | |
| D-ADAPTDetector=FRCNN-R1012025.06 | 40.5 | — | 52.4 | 25.4 | 42.3 | 43.7 | 25.7 | 53.5 | |
| SIGMA++Backbone=ResNet-1012023.06 | 37.1 | — | — | — | — | — | — | — | |
| MCRADetector=FRCNN-V162025.06 | 33.5 | — | 47.9 | 20.5 | 37.4 | 20.6 | 24.5 | 50.2 | |
| FGRRBackbone=ResNet-1012023.06 | 32.7 | — | — | — | — | — | — | — | |
| I3NetDetector=SSD-V162025.06 | 30.1 | — | 47.5 | 19.9 | 33.2 | 11.4 | 19.4 | 49.1 | |
| DBGLBackbone=ResNet-1012023.06 | 29.7 | — | — | — | — | — | — | — | |
| DBGLDetector=FRCNN-R1012025.06 | 29.7 | — | 35.6 | 20.3 | 33.9 | 16.4 | 26.6 | 45.3 | |
| SWDADetector=FRCNN-V162025.06 | 29.4 | — | 36.4 | 21.8 | 29.8 | 15.1 | 23.5 | 49.6 | |
| STABRDetector=SSD-V162025.06 | 26.8 | — | 50.6 | 13.6 | 31 | 7.5 | 16.4 | 41.4 | |
| DA-FasterDetector=FRCNN-V162025.06 | 21.2 | — | 31.1 | 10.3 | 15.5 | 12.4 | 19.3 | 39 | |
| BaselineDetector=FRCNN-R502025.06 | 20.2 | — | 37.1 | 6.9 | 29.9 | 6.9 | 10.5 | 30 | |
| BaselineDetector=FRCNN-R1012025.06 | 19 | — | 37 | 6.8 | 31.2 | 4.8 | 7.2 | 26.8 | |
| BaselineDetector=FRCNN-R182025.06 | 14.5 | — | 29.4 | 6.8 | 11.6 | 5.6 | 7.4 | 26.3 | |
| MCCL2023.06 | 11.5 | 2.84 | — | — | — | — | — | — | |
| FCOS2023.06 | 9.89 | 3.75 | — | — | — | — | — | — |