Lesion Detection on CVA-BUS high-quality labels re-annotated version
95.7Pr@80UltraDet
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UltraDetType=Video, Category=FasterRCNN-Based Detectors2023.05 | 95.7 | 90.8 | 1.9 | 5.7 | 91.6 | 93.8 | 30.4 | |
| MEGAType=Video, Category=FasterRCNN-Based Detectors2023.05 | 93.9 | 86.9 | 3.1 | 11.7 | 90.9 | 93.6 | 40.2 | |
| PTSEFormerType=Video, Category=DETR-Based Detectors2023.05 | 93.3 | 85.4 | 2.8 | 12.5 | 91.5 | 97.9 | 9.1 | |
| FGFAType=Video, Category=FasterRCNN-Based Detectors2023.05 | 92.9 | 82.2 | 4.4 | 13.3 | 90.5 | 93.6 | 33.8 | |
| TransVODType=Video, Category=DETR-Based Detectors2023.05 | 92.5 | 77.5 | 3.1 | 23.7 | 90.1 | 98.4 | 24.2 | |
| BasicDet (RDN)Type=Video, Category=FasterRCNN-Based Detectors2023.05 | 92.4 | 83.6 | 3.8 | 13.4 | 88.7 | 92.7 | 42.2 | |
| CVA-NetType=Video, Category=DETR-Based Detectors2023.05 | 92.3 | 80.2 | 4.7 | 19.6 | 91.6 | 98.6 | 23.1 | |
| SELSAType=Video, Category=FasterRCNN-Based Detectors2023.05 | 91.6 | 80.2 | 7.5 | 23.3 | 89.2 | 92.6 | 43.8 | |
| RelationNetType=Image, Category=FasterRCNN-Based Detectors2023.05 | 91.4 | 79.2 | 6.2 | 24.4 | 87.6 | 92.4 | 42.7 | |
| FasterRCNNType=Image, Category=FasterRCNN-Based Detectors2023.05 | 91.3 | 75.2 | 6.9 | 34.4 | 88 | 92.4 | 49.2 | |
| DeformDETRType=Image, Category=DETR-Based Detectors2023.05 | 90.1 | 72.7 | 5.6 | 37.8 | 90.5 | 98.7 | 33.8 | |
| FCOSType=Image, Category=One-Stage Detectors2023.05 | 87.2 | 72.2 | 11 | 23 | 89.5 | 98.8 | 56.1 | |
| DeFCNType=Image, Category=One-Stage Detectors2023.05 | 81.5 | 67.5 | 21.1 | 33.4 | 86.4 | 99.3 | 51.2 | |
| RetinaNetType=Image, Category=One-Stage Detectors2023.05 | 75.7 | 57.2 | 9.3 | 32.8 | 84.5 | 95.1 | 53.6 | |
| Track-YOLOType=Video, Category=One-Stage Detectors2023.05 | 75.1 | 47 | 18.1 | 74.2 | 80.1 | 94.7 | 46 | |
| YOLOXType=Image, Category=One-Stage Detectors2023.05 | 69.7 | 43.4 | 23.8 | 87.6 | 80.4 | 97.5 | 59.8 |