Object Detection on RainCityscape
0.7487APOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursAdversarial Attack Loss=MSE Loss2022.03 | 0.7487 | |
| Ours w/o ALAdversarial Attack Loss=MSE Loss2022.03 | 0.7328 | |
| Ours w/o RBAdversarial Attack Loss=MSE Loss2022.03 | 0.7242 | |
| Ours w/o DDAdversarial Attack Loss=MSE Loss2022.03 | 0.723 | |
| MPRNetAdversarial Attack Loss=MSE Loss2022.03 | 0.7217 | |
| OursAdversarial Attack Loss=LPIPS Loss2022.03 | 0.7033 | |
| Ours w/o ALAdversarial Attack Loss=LPIPS Loss2022.03 | 0.6955 | |
| Ours w/o DDAdversarial Attack Loss=LPIPS Loss2022.03 | 0.6844 | |
| Ours w/o RBAdversarial Attack Loss=LPIPS Loss2022.03 | 0.6814 | |
| MPRNetAdversarial Attack Loss=LPIPS Loss2022.03 | 0.6753 | |
| Ours w/o ATAdversarial Attack Loss=MSE Loss2022.03 | 0.6552 | |
| Ours w/o ATAdversarial Attack Loss=LPIPS Loss2022.03 | 0.5917 | |
| Diff. GuidedEvaluation Protocol=DG, Stable Diffusion Version=SD-2.12025.03 | 0.583 | |
| Diff. DetectorEvaluation Protocol=DG, Stable Diffusion Version=SD-1.52025.03 | 0.582 | |
| Diff. GuidedEvaluation Protocol=DG, Stable Diffusion Version=SD-1.52025.03 | 0.579 | |
| Diff. DetectorEvaluation Protocol=DG, Stable Diffusion Version=SD-2.12025.03 | 0.561 | |
| CMTEvaluation Protocol=DA2025.03 | 0.521 | |
| TDDEvaluation Protocol=DA2025.03 | 0.503 | |
| SIGMA++Evaluation Protocol=DA2025.03 | 0.469 | |
| MGAEvaluation Protocol=DA2025.03 | 0.43 | |
| FSDREvaluation Protocol=DG2025.03 | 0.428 | |
| MADEvaluation Protocol=DG2025.03 | 0.423 | |
| FACTEvaluation Protocol=DG2025.03 | 0.399 | |
| SCGEvaluation Protocol=DG2025.03 | 0.391 |