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ResearchFormerly WizWand

Class-agnostic Object Detection on KITTI

4,820AP50MAVL
-188.641,111.682,4123,712.32Nov 22, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MAVLTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.114,82063.5
MDETRTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.114,67067.2
GPV-ITraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.114,30064.4
RetinaNetBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.113,04057.6
Def-DETRBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.112,37055
Faster-RCNNBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.112,35053.2
Deep MaskTop-k boxes=50, IoU threshold=0.52021.1113315.5
Edge BoxesTop-k boxes=50, IoU threshold=0.52021.1196.58
Selective SearchTop-k boxes=50, IoU threshold=0.52021.1144.85