Multispectral Pedestrian Detection on KAIST (Day)
9.07Log-average Miss Rate (MR^-2)AMFD+Faster-RCNN(Stu.)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AMFD+Faster-RCNN(Stu.)Detector=Faster-RCNN, Model Role=Student, Training Annotation Type=Sanitized, Distillation Method=AMFD2024.05 | 9.07 | 0.05 | |
| Faster-RCNN(Tea.)Detector=Faster-RCNN, Model Role=Teacher2024.05 | 9.34 | 0.12 | |
| AMFD+Faster-RCNN(Stu.)Detector=Faster-RCNN, Model Role=Student, Training Annotation Type=Improved, Distillation Method=AMFD2024.05 | 9.83 | 0.05 | |
| AMFD+RetinaNet(Stu.)Detector=RetinaNet, Model Role=Student, Training Annotation Type=Sanitized, Distillation Method=AMFD2024.05 | 10.3 | 0.04 | |
| AMFD+RetinaNet(Stu.)Detector=RetinaNet, Model Role=Student, Training Annotation Type=Improved, Distillation Method=AMFD2024.05 | 10.98 | 0.04 | |
| Faster-RCNN(Stu.)Detector=Faster-RCNN, Model Role=Student, Training Annotation Type=Improved2024.05 | 14.46 | 0.05 | |
| RetinaNet(Stu.)Detector=RetinaNet, Model Role=Student, Training Annotation Type=Improved2024.05 | 15.43 | 0.04 | |
| RetinaNet(Stu.)Detector=RetinaNet, Model Role=Student, Training Annotation Type=Sanitized2024.05 | 15.67 | 0.04 | |
| Faster-RCNN(Stu.)Detector=Faster-RCNN, Model Role=Student, Training Annotation Type=Sanitized2024.05 | 18.99 | 0.05 |