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ResearchFormerly WizWand

Class-agnostic Object Detection on Objects365

3,320AP50MAVL
-125.52768.991,663.52,558.01Nov 22, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MAVLTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.113,32057.9
MDETRTraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.113,04054
GPV-ITraining Supervision=aligned image-text pairs, Top-k boxes=50, IoU threshold=0.52021.112,56050.2
Faster-RCNNBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.112,48054.6
RetinaNetBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.112,43054.8
Def-DETRBackbone=ResNet-101, Training Supervision=box-level supervision on LMDet, Top-k boxes=50, IoU threshold=0.52021.111,70045.9
Deep MaskTop-k boxes=50, IoU threshold=0.52021.1113114.5
Selective SearchTop-k boxes=50, IoU threshold=0.52021.113810.7
Edge BoxesTop-k boxes=50, IoU threshold=0.52021.1173.27