Object Detection on Cross-task Classification surrogate to Detection
61.01Faster R-CNN mAP50Benign
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Benign2025.06 | 61.01 | 62.36 | 61.69 | |
| CDA2025.06 | 32.78 | 26.29 | 29.54 | |
| CDA w/ Ours2025.06 | 31.98 | 25.68 | 28.83 | |
| LTP2025.06 | 29.39 | 22.41 | 25.9 | |
| PDCL2025.06 | 28.48 | 21.38 | 24.93 | |
| BIA2025.06 | 28.43 | 21.01 | 24.72 | |
| BIA w/ Ours2025.06 | 28.34 | 20.7 | 24.52 | |
| GAMA2025.06 | 28.01 | 20.71 | 24.36 | |
| FACL2025.06 | 27.94 | 20.91 | 24.43 | |
| PDCL w/ Ours2025.06 | 27.66 | 20.73 | 24.2 | |
| FACL w/ Ours2025.06 | 27.64 | 20.29 | 23.97 | |
| GAMA w/ Ours2025.06 | 27.6 | 20.79 | 24.2 | |
| LTP w/ Ours2025.06 | 26.85 | 22.18 | 24.52 |