Class-agnostic Object Detection on LVIS
1,170AP50MAVL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAVLTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 1,170 | 37 | |
| MDETRTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 1,070 | 32.8 | |
| GPV-ITraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.11 | 918 | 27.5 | |
| Faster-RCNNBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 891 | 35.6 | |
| RetinaNetBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 857 | 35.7 | |
| Def-DETRBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.11 | 660 | 30.7 | |
| Deep MaskTop-k boxes=50, IoU threshold=0.52021.11 | 51 | 8.17 | |
| Selective SearchTop-k boxes=50, IoU threshold=0.52021.11 | 24 | 9.31 | |
| Edge BoxesTop-k boxes=50, IoU threshold=0.52021.11 | 5 | 3 |