Class-agnostic Object Detection on MS COCO
4,360AP50MAVL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAVLTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 4,360 | 65 | |
| MDETRTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 4,070 | 62.2 | |
| GPV-ITraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 3,800 | 64.4 | |
| Faster-RCNNBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 2,640 | 58.7 | |
| RetinaNetBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 2,460 | 59.1 | |
| Def-DETRBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 2,000 | 53.5 | |
| Deep MaskTop-k boxes=50, IoU threshold=0.52021.11 | 216 | 19.2 | |
| Selective SearchTop-k boxes=50, IoU threshold=0.52021.11 | 27 | 12.7 | |
| Edge BoxesTop-k boxes=50, IoU threshold=0.52021.11 | 9 | 5.16 |