Class-agnostic Object Detection on Pascal-VOC
6,860AP50MAVL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAVLTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 6,860 | 91.3 | |
| MDETRTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 6,600 | 90.1 | |
| GPV-ITraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 6,190 | 91.1 | |
| RetinaNetBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 4,320 | 86.6 | |
| Faster-RCNNBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 4,290 | 85.8 | |
| Def-DETRBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 3,010 | 81 | |
| Deep MaskTop-k boxes=50, IoU threshold=0.52021.11 | 592 | 40.4 | |
| Selective SearchTop-k boxes=50, IoU threshold=0.52021.11 | 32 | 21.4 | |
| Edge BoxesTop-k boxes=50, IoU threshold=0.52021.11 | 8 | 7.14 |