BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

Benchmark Model Rank Results
dichotomous-image-segmentation-on-dis-te1BSV1#22max F-Measure: 0.595weighted F-measure: 0.474MAE: 0.108
dichotomous-image-segmentation-on-dis-te2BSV1#21max F-Measure: 0.680weighted F-measure: 0.564MAE: 0.111
dichotomous-image-segmentation-on-dis-te3BSV1#21max F-Measure: 0.710weighted F-measure: 0.595MAE: 0.109
dichotomous-image-segmentation-on-dis-te4BSV1#20max F-Measure: 0.710weighted F-measure: 0.598MAE: 0.114
dichotomous-image-segmentation-on-dis-vdBSV1#22max F-Measure: 0.662weighted F-measure: 0.548MAE: 0.116
real-time-semantic-segmentation-on-camvidBiSeNet#22mIoU: 68.7%
real-time-semantic-segmentation-on-cityscapesBiSeNet(ResNet-18)#18mIoU: 74.7%Frame (fps): 65.5Time (ms): 15.2
real-time-semantic-segmentation-on-cityscapesBiSeNet#19mIoU: 74.7%Frame (fps): 65.5
real-time-semantic-segmentation-on-cityscapesBiSeNet(Xception39)#31mIoU: 68.4%Frame (fps): 105.8Time (ms): 9.5
semantic-segmentation-on-bdd100k-valBiSeNet-V1(ResNet-18)#15mIoU: 53.8(45.1fps)
semantic-segmentation-on-camvidBiSeNet#8Mean IoU: 68.7%
semantic-segmentation-on-cityscapesBiSeNet (ResNet-101)#53Mean IoU (class): 78.9%
semantic-segmentation-on-skyscapes-dense-1BiSeNet (ResNet-50)#3Mean IoU: 30.82
semantic-segmentation-on-trans10kBiSeNet#12mIoU: 58.40%GFLOPs: 19.91