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ResearchFormerly WizWand

Class-agnostic Object Detection on MS COCO

4,360AP50MAVL
-165.041,009.732,184.53,359.27Nov 22, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MAVLTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.114,36065
MDETRTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.114,07062.2
GPV-ITraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.113,80064.4
Faster-RCNNBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.112,64058.7
RetinaNetBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.112,46059.1
Def-DETRBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.112,00053.5
Deep MaskTop-k boxes=50, IoU threshold=0.52021.1121619.2
Selective SearchTop-k boxes=50, IoU threshold=0.52021.112712.7
Edge BoxesTop-k boxes=50, IoU threshold=0.52021.1195.16