Build Results

BOX AP AP50 AP75 APS APM APL
MODEL CODE PAPER
ε-REPR
CODE PAPER
ε-REPR
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ε-REPR
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RPDet
(ResNet-101)
0.403 0.403 0.610 -- 0.435 -- 0.232 -- 0.446 -- 0.524 --
RPDet
(ResNet-101-DCN, multi-scale train)
0.464 0.448
0.669 -- 0.512 -- 0.313 -- 0.506 -- 0.589 --
RPDet
(ResNet-101-FPN-DCN, LR 2x)
0.416 -- 0.620 -- 0.453 -- 0.245 -- 0.463 -- 0.541 --
RPDet
(ResNet-101-FPN, LR 2x, mstrain)
0.441 -- 0.646 -- 0.483 -- 0.299 -- 0.479 -- 0.554 --
RPDet
(ResNet-50)
0.386 0.386 0.595 -- 0.412 -- 0.221 -- 0.426 -- 0.506 --
RPDet
(ResNet-50, multi-scale train)
0.422 0.408 0.626 -- 0.462 -- 0.293 -- 0.457 -- 0.528 --
RPDet
(ResNeXt-101-DCN)
0.445 0.445 0.656 -- 0.483 -- 0.262 -- 0.490 -- 0.588 --
RPDet
(ResNeXt-101-FPN-DCN, LR 2x, mstrain)
0.468 -- 0.676 -- 0.508 -- 0.317 -- 0.508 -- 0.589 --