@@ -39,12 +39,12 @@ The MobileNetV2 architecture is based on an inverted residual structure where th
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4040###Cityscapes
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42- | Method| Backbone| Crop Size| Lr schd| Mem (GB)| Inf time (fps)| mIoU| mIoU(ms+flip)| config| download|
43- | ----------| --------| ---------| ------:| -------:| --------------| ----:| -------------| ------------------------------------------------------------------------------------------------------------------------------------------------------| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
44- | FCN| M-V2-D8| 512x1024| 80000| 3.4| 14.2| 61.54 | - | [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_fcn_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/fcn_m -v2-d8_512x1024_80k_cityscapes/fcn_m -v2-d8_512x1024_80k_cityscapes_20200825_124817-d24c28c1 .pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/fcn_m -v2-d8_512x1024_80k_cityscapes/fcn_m -v2-d8_512x1024_80k_cityscapes-20200825_124817.log. json ) |
45- | PSPNet| M-V2-D8| 512x1024| 80000| 3.6| 11.2| 70.23| -| [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_pspnet_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/pspnet_m-v2-d8_512x1024_80k_cityscapes/pspnet_m-v2-d8_512x1024_80k_cityscapes_20200825_124817-19e81d51.pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/pspnet_m-v2-d8_512x1024_80k_cityscapes/pspnet_m-v2-d8_512x1024_80k_cityscapes-20200825_124817.log.json ) |
46- | DeepLabV3| M-V2-D8| 512x1024| 80000| 3.9| 8.4| 73.84| -| [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_deeplabv3_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3_m-v2-d8_512x1024_80k_cityscapes/deeplabv3_m-v2-d8_512x1024_80k_cityscapes_20200825_124836-bef03590.pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3_m-v2-d8_512x1024_80k_cityscapes/deeplabv3_m-v2-d8_512x1024_80k_cityscapes-20200825_124836.log.json ) |
47- | DeepLabV3+| M-V2-D8| 512x1024| 80000| 5.1| 8.4| 75.20| -| [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_deeplabv3plus_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes_20200825_124836-d256dd4b.pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes-20200825_124836.log.json ) |
42+ | Method| Backbone| Crop Size| Lr schd| Mem (GB)| Inf time (fps)| mIoU| mIoU(ms+flip)| config| download|
43+ | ----------| --------| ---------| ------:| -------:| --------------| ----:| -------------| ------------------------------------------------------------------------------------------------------------------------------------------------------| -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
44+ | FCN| M-V2-D8| 512x1024| 80000| 3.4| 14.2| 71.19 | 73.34 | [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_fcn_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/mobilenet -v2-d8_fcn_4xb2-80k_cityscapes-512x1024/mobilenet -v2-d8_fcn_4xb2-80k_cityscapes-512x1024-20230224_185436-13fef4ea .pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/mobilenet -v2-d8_fcn_4xb2-80k_cityscapes-512x1024/mobilenet -v2-d8_fcn_4xb2-80k_cityscapes-512x1024_20230224_185436. json ) |
45+ | PSPNet| M-V2-D8| 512x1024| 80000| 3.6| 11.2| 70.23| -| [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_pspnet_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/pspnet_m-v2-d8_512x1024_80k_cityscapes/pspnet_m-v2-d8_512x1024_80k_cityscapes_20200825_124817-19e81d51.pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/pspnet_m-v2-d8_512x1024_80k_cityscapes/pspnet_m-v2-d8_512x1024_80k_cityscapes-20200825_124817.log.json ) |
46+ | DeepLabV3| M-V2-D8| 512x1024| 80000| 3.9| 8.4| 73.84| -| [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_deeplabv3_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3_m-v2-d8_512x1024_80k_cityscapes/deeplabv3_m-v2-d8_512x1024_80k_cityscapes_20200825_124836-bef03590.pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3_m-v2-d8_512x1024_80k_cityscapes/deeplabv3_m-v2-d8_512x1024_80k_cityscapes-20200825_124836.log.json ) |
47+ | DeepLabV3+| M-V2-D8| 512x1024| 80000| 5.1| 8.4| 75.20| -| [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2-d8_deeplabv3plus_4xb2-80k_cityscapes-512x1024.py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes_20200825_124836-d256dd4b.pth ) \| [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/mobilenet_v2/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes/deeplabv3plus_m-v2-d8_512x1024_80k_cityscapes-20200825_124836.log.json ) |
4848
4949###ADE20K
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