Build Results

BOX AP AP50 AP75 APS APM APL
MODEL CODE PAPER
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FoveaBox
(ResNet-101, align, LR 2x)
0.394 -- 0.599 -- 0.421 -- 0.218 -- 0.437 -- 0.521 --
FoveaBox
(ResNet-101, align, LR 2x, ms-train)
0.419 -- 0.625 -- 0.452 -- 0.251 -- 0.464 -- 0.543 --
FoveaBox
(ResNet-101-FPN, 800x800)
0.385 0.389 0.581 0.584 0.409 0.415 0.213 0.223 0.426 0.435 0.508 0.517
FoveaBox
(ResNet-101, LR 1x)
0.385 -- 0.581 -- 0.415 -- 0.215 -- 0.428 -- 0.503 --
FoveaBox
(ResNet-50, align, LR 2x)
0.379 -- 0.585 -- 0.404 -- 0.222 -- 0.414 -- 0.499 --
FoveaBox
(ResNet-50, align, LR 2x, ms-train)
0.401 -- 0.608 -- 0.425 -- 0.238 -- 0.440 -- 0.518 --
FoveaBox
(ResNet-50, LR 1x)
0.365 -- 0.562 -- 0.387 -- 0.207 -- 0.404 -- 0.470 --
FoveaBox
(ResNet-50, LR 2x)
0.369 0.371 0.561 0.572 0.390 0.395 0.196 0.216 0.405 0.414 0.488 0.491