Class-agnostic Object Detection on Objects365
3,320AP50MAVL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAVLTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 3,320 | 57.9 | |
| MDETRTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 3,040 | 54 | |
| GPV-ITraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 2,560 | 50.2 | |
| Faster-RCNNBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 2,480 | 54.6 | |
| RetinaNetBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 2,430 | 54.8 | |
| Def-DETRBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 1,700 | 45.9 | |
| Deep MaskTop-k boxes=50, IoU threshold=0.52021.11 | 131 | 14.5 | |
| Selective SearchTop-k boxes=50, IoU threshold=0.52021.11 | 38 | 10.7 | |
| Edge BoxesTop-k boxes=50, IoU threshold=0.52021.11 | 7 | 3.27 |