xvjiarui / GCNet » Build #56

Build Results

BOX AP AP50 AP75 APS APM APL
SPEED
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GCNet
(ResNeXt-101 + DCN + cascade + GC r16)
0.479 0.479 0.668 0.669 0.522 0.522 0.292 -- 0.522 -- 0.631 -- 5.5
GCNet
(ResNeXt-101 + DCN + cascade + GC r4)
0.478 0.479 0.668 0.669 0.518 0.522 0.281 -- 0.523 -- 0.634 -- 5.4
Mask R-CNN
(ResNet-101-FPN, fixBN, 1x LR)
0.397 -- 0.612 -- 0.428 -- 0.228 -- 0.443 -- 0.510 --
Mask R-CNN
(ResNet-101-FPN, syncBN, 1x LR)
0.397 0.398 0.612 0.613 0.428 0.429 0.228 -- 0.443 -- 0.510 --
Mask R-CNN
(ResNet-101-FPN, syncBN, GC r16, 1x LR)
0.414 0.411 0.636 0.636 0.450 0.450 0.250 -- 0.459 -- 0.540 -- 8.2
Mask R-CNN
(ResNet-101-FPN, syncBN, GC r4, 1x LR)
0.417 0.417 0.637 0.637 0.455 0.455 0.247 -- 0.462 -- 0.539 -- 8.1
Mask R-CNN
(ResNet-50-FPN, 1x LR)
0.373 0.372 0.590 0.590 0.402 0.401 0.219 -- 0.409 -- 0.481 --
Mask R-CNN
(ResNet-50-FPN, 2x LR)
0.382 -- 0.595 -- 0.413 -- 0.220 -- 0.418 -- 0.503 --
Mask R-CNN
(ResNet-50-FPN, GC r16, 2x LR)
0.397 0.394 0.617 0.616 0.431 0.424
0.238 -- 0.436 -- 0.512 --
Mask R-CNN
(ResNet-50-FPN, GC r4, 2x LR)
0.400 0.399 0.621 0.622 0.431 0.429 0.244 -- 0.440 -- 0.517 --
Mask R-CNN
(ResNeXt-101 + DCN + cascade)
0.470 0.471 0.660 0.661 0.513 0.513 0.277 -- 0.514 -- 0.625 -- 6.0
Mask R-CNN
(ResNeXt-101-FPN, syncBN, 1x LR)
0.415 0.412 0.632 0.630 0.452 0.451 0.243 -- 0.461 -- 0.539 -- 7.9
Mask R-CNN
(ResNeXt-101-FPN, syncBN, cascade, 1x LR)
0.446 0.447 0.629 0.630 0.485 0.485 0.264 -- 0.489 -- 0.585 -- 6.7
Mask R-CNN
(ResNeXt-101-FPN, syncBN, cascade, GC r16, 1x LR)
0.458 0.459 0.647 0.648 0.500 0.500 0.270 -- 0.500 -- 0.601 -- 6.3
Mask R-CNN
(ResNeXt-101-FPN, syncBN, cascade, GC r4, 1x LR)
0.464 0.465 0.653 0.654 0.506 0.507 0.281 -- 0.507 -- 0.605 -- 6.3
Mask R-CNN
(ResNeXt-101-FPN, syncBN, GC r16, 1x LR)
0.424 0.424 0.645 0.646 0.464 0.465 0.264 -- 0.468 -- 0.549 -- 7.4
Mask R-CNN
(ResNeXt-101-FPN, syncBN, GC r4, 1x LR)
0.429 0.429 0.651 0.652 0.469 0.470 0.265 -- 0.472 -- 0.554 -- 7.3