Eye detection on 4D-OR dataset of simulated surgeries
83.71PrecisionIter-Score
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Iter-ScoreBase Detector=P-D-DETR2026.02 | 83.71 | 93.28 | 89.89 | 72.92 | 86.05 | |
| Our approach (DEIM)Base Detector=DEIM [15], FPS=52.092026.02 | 82.93 | 98.02 | 90.26 | 94.95 | 96.77 | |
| Our approach (P-D-DETR)Base Detector=P-D-DETR, FPS=8.632026.02 | 82.29 | 97.41 | 90.3 | 94.58 | 96.49 | |
| RetinaFaceTraining Dataset=WIDER FACE2026.02 | 77.39 | 71.99 | 70.91 | 59.57 | 42.82 | |
| P-D-DETRTraining Dataset=CrowdHuman2026.02 | 76.43 | 97.63 | 90.11 | 94.58 | 96.77 | |
| Head-YOLOv8Training Dataset=CrowdHuman2026.02 | 35.06 | 40.87 | 20.05 | 44.04 | 14.43 |