RGB-T Pedestrian Detection Attack on FLIR aligned (test)
100ASRNORP + SDCO
Evaluation Results
| Method | Links | |
|---|---|---|
| NORP + SDCOTarget Detector=Prob-E, Fusion Architecture=Early-fusion2026.05 | 100 | |
| NORP + SDCOTarget Detector=Prob-M, Fusion Architecture=Mid-fusion2026.05 | 100 | |
| NORP + SDCOTarget Detector=Prob-L, Fusion Architecture=Late-fusion2026.05 | 99.8 | |
| NORP + SDCOTarget Detector=YOLOv11 (T), Fusion Architecture=Independent2026.05 | 99.4 | |
| NORP + SDCOTarget Detector=YOLOv11 (RGB), Fusion Architecture=Independent2026.05 | 98.8 | |
| MAPTarget Detector=Prob-M, Fusion Architecture=Mid-fusion2026.05 | 37.2 | |
| MAPTarget Detector=Prob-E, Fusion Architecture=Early-fusion2026.05 | 31.4 | |
| UAPTarget Detector=Prob-M, Fusion Architecture=Mid-fusion2026.05 | 27.8 | |
| MICTarget Detector=Prob-E, Fusion Architecture=Early-fusion2026.05 | 26.2 | |
| UAPTarget Detector=Prob-E, Fusion Architecture=Early-fusion2026.05 | 25.4 | |
| MICTarget Detector=Prob-M, Fusion Architecture=Mid-fusion2026.05 | 24 | |
| RandomTarget Detector=Prob-E, Fusion Architecture=Early-fusion2026.05 | 15.6 | |
| MICTarget Detector=Prob-L, Fusion Architecture=Late-fusion2026.05 | 12.4 | |
| RandomTarget Detector=Prob-M, Fusion Architecture=Mid-fusion2026.05 | 12 | |
| MAPTarget Detector=Prob-L, Fusion Architecture=Late-fusion2026.05 | 11.2 | |
| MAPTarget Detector=YOLOv11 (RGB), Fusion Architecture=Independent2026.05 | 6.8 | |
| MICTarget Detector=YOLOv11 (RGB), Fusion Architecture=Independent2026.05 | 5.8 | |
| UAPTarget Detector=Prob-L, Fusion Architecture=Late-fusion2026.05 | 5.6 | |
| UAPTarget Detector=YOLOv11 (T), Fusion Architecture=Independent2026.05 | 4.4 | |
| MAPTarget Detector=YOLOv11 (T), Fusion Architecture=Independent2026.05 | 4.2 | |
| MICTarget Detector=YOLOv11 (T), Fusion Architecture=Independent2026.05 | 4 | |
| RandomTarget Detector=Prob-L, Fusion Architecture=Late-fusion2026.05 | 3.4 | |
| UAPTarget Detector=YOLOv11 (RGB), Fusion Architecture=Independent2026.05 | 2.8 | |
| RandomTarget Detector=YOLOv11 (T), Fusion Architecture=Independent2026.05 | 0.6 | |
| CleanTarget Detector=Prob-M, Fusion Architecture=Mid-fusion2026.05 | 0.4 | |
| CleanTarget Detector=YOLOv11 (RGB), Fusion Architecture=Independent2026.05 | 0.4 | |
| CleanTarget Detector=Prob-E, Fusion Architecture=Early-fusion2026.05 | 0.2 | |
| CleanTarget Detector=Prob-L, Fusion Architecture=Late-fusion2026.05 | 0.2 | |
| CleanTarget Detector=YOLOv11 (T), Fusion Architecture=Independent2026.05 | 0.2 | |
| RandomTarget Detector=YOLOv11 (RGB), Fusion Architecture=Independent2026.05 | 0.2 |