Object Detection on BDD100K (500 tracked image pairs)
2,223True Positives (TP)Pixel Replace
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Pixel ReplaceDetection Model=YOLOv8l, IoU Threshold=>= 0.50, Sample Size (n)=5002026.07 | 2,223 | 49 | 72 | 97.8 | 96.7 | |
| LaMa InpaintDetection Model=YOLOv8l, IoU Threshold=>= 0.50, Sample Size (n)=5002026.07 | 1,528 | 124 | 767 | 89.2 | 66.7 | |
| Telea InpaintDetection Model=YOLOv8l, IoU Threshold=>= 0.50, Sample Size (n)=5002026.07 | 1,413 | 182 | 882 | 82.8 | 60.7 | |
| Navier-StokesDetection Model=YOLOv8l, IoU Threshold=>= 0.50, Sample Size (n)=5002026.07 | 1,408 | 169 | 887 | 85.1 | 60.6 | |
| Unrecovered VOADetection Model=YOLOv8l, IoU Threshold=>= 0.50, Sample Size (n)=5002026.07 | 1,346 | 193 | 949 | 79 | 58.8 | |
| Stable DiffusionDetection Model=YOLOv8l, IoU Threshold=>= 0.50, Sample Size (n)=400, VOA Scope=structured VOAs only2026.07 | 603 | 566 | 1,257 | 53.5 | 33.9 | |
| Median FilterDetection Model=YOLOv8l, IoU Threshold=>= 0.50, Sample Size (n)=5002026.07 | 488 | 520 | 1,807 | 45.5 | 21.4 |