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rwightman / efficientdet-pytorch » Build #9

Build Results

Dataset Object Detection on COCO minival

Object Detection on COCO minival

BOX AP AP50 AP75 APS APM APL
SPEED
MODEL CODE PAPER
ε-REPR
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EfficientDet-D0
0.336 -- 0.522 -- 0.357 -- 0.124 -- 0.395 -- 0.522 -- 34.6
EfficientDet-D1
0.393 -- 0.582 -- 0.419 -- 0.187 -- 0.448 -- 0.572 -- 32.2
EfficientDet-D2
0.426 -- 0.618 -- 0.452 -- 0.237 -- 0.481 -- 0.590 --
EfficientDet-D3
0.460 -- 0.651 -- 0.493 -- 0.283 -- 0.503 -- 0.618 --
EfficientDet-D4
0.491 -- 0.685 -- 0.531 -- 0.334 -- 0.539 -- 0.641 --
EfficientDet-D5
0.504 -- 0.700 -- 0.543 -- 0.337 -- 0.549 -- 0.645 --
EfficientDet-D6
0.512 -- 0.706 -- 0.551 -- 0.348 -- 0.555 -- 0.653 -- 8.5
EfficientDet-D7
0.518 -- 0.711 -- 0.558 -- 0.368 -- 0.564 -- 0.655 -- 5.3