Object Detection on Clipart, Comic, and Watercolor
64.1mAP (Clipart)Diff. Detector
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diff. DetectorEvaluation Setting=DG, Variant=SD-1.52025.06 | 64.1 | 55.2 | 69.7 | |
| GDDEvaluation Setting=DG, Variant=SD-1.52025.06 | 58.3 | 51.9 | 68.4 | |
| Diff. Guided DetectorEvaluation Setting=DA, Backbone=R1012025.06 | 58.2 | 50.5 | 68 | |
| DDTEvaluation Setting=DA, Backbone=R1012025.06 | 55.6 | 50.2 | 63.7 | |
| UMGAEvaluation Setting=DA2025.06 | 49.9 | — | 62.1 | |
| ATEvaluation Setting=DA2025.06 | 49.3 | — | 59.9 | |
| CATEvaluation Setting=DA2025.06 | 49.1 | — | — | |
| D-ADAPTEvaluation Setting=DA2025.06 | 49 | 40.5 | — | |
| DDTEvaluation Setting=DG, Variant=SD-1.52025.06 | 47.4 | 44.4 | 58.7 | |
| CMTEvaluation Setting=DA2025.06 | 47 | — | — | |
| TIAEvaluation Setting=DA2025.06 | 46.3 | — | — | |
| CIGAREvaluation Setting=DA2025.06 | 46.2 | — | — | |
| LODSEvaluation Setting=DA2025.06 | 45.2 | — | 58.2 | |
| UMTEvaluation Setting=DA2025.06 | 44.1 | — | 58.1 | |
| DAVimNetEvaluation Setting=DA2025.06 | 43.8 | — | 54.8 | |
| SADAEvaluation Setting=DA2025.06 | 43.3 | — | 56 | |
| DBGLEvaluation Setting=DA2025.06 | 41.6 | 29.7 | 53.8 | |
| GDDEvaluation Setting=DG, Backbone=R1012025.06 | 40.8 | 29.7 | 54.2 | |
| Diff. Guided DetectorEvaluation Setting=DG, Backbone=R1012025.06 | 40.5 | 30 | 56.6 | |
| DivAlignEvaluation Setting=DG2025.06 | 38.9 | 33.2 | 57.4 | |
| SWDAEvaluation Setting=DA2025.06 | 38.1 | 29.4 | 53.3 | |
| Div.Evaluation Setting=DG2025.06 | 33.7 | 25.5 | 52.5 |