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Ablation study of cross-domain detection.
| Method | L.Aug. | H.Aug. | WBF | Focal | GIoU | R to V | V to R | ||
|---|---|---|---|---|---|---|---|---|---|
| AP | AR10 | AP | AR10 | ||||||
| Ours & N.Aug. | 29.66 | 68.70 | 30.79 | 71.07 | |||||
| Ours & L.Aug. | √ | 31.77 | 70.68 | 34.81 | 73.50 | ||||
| Ours & H.Aug. | √ | 32.06 | 72.34 | 35.67 | 74.92 | ||||
| Ours & L.Aug. & Focal | √ | √ | 31.80 | 71.51 | 34.68 | 74.13 | |||
| Ours & H.Aug. & WBF | √ | √ | 32.19 | 72.96 | 35.82 | 75.10 | |||
|
Ours & L.Aug. & WBF & GIoU & Focal |
√ | √ | √ | √ | 33.15 | 72.13 | 35.90 | 75.52 | |
|
Ours & H.Aug. & WBF & GIoU & Focal |
√ | √ | √ | √ | 34.30 | 74.11 | 36.55 | 75.91 | |
