Real-time Semantic Segmentation on Cityscapes 1.0 (val test)
81mIoU (Val)PIDNet-M-FADC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PIDNet-M-FADCParams=34.6M, FLOPS=198.4G, FPS=37.72024.03 | 81 | 80.6 | 37.7 | |
| PIDNet-LParams=36.9M, FLOPS=275.8G, FPS=31.12024.03 | 80.9 | 80.6 | 31.1 | |
| PIDNet-MParams=34.4M, FLOPS=197.4G, FPS=39.82024.03 | 80.1 | 80.1 | 39.8 | |
| PIDNet-SParams=7.6M, FLOPS=47.6G, FPS=93.22024.03 | 78.8 | 78.6 | 93.2 | |
| DF2-Seg2FPS=56.32024.03 | 76.9 | 75.3 | 56.3 | |
| CABiNetParams=2.64M, FLOPS=12.0G, FPS=76.52024.03 | 76.6 | 75.9 | 76.5 | |
| DF2-Seg1FPS=67.22024.03 | 75.9 | 74.8 | 67.2 | |
| SwiftNetRN-18Params=11.8M, FLOPS=104.0G, FPS=39.92024.03 | 75.5 | 75.4 | 39.9 | |
| BiSeNet(Res18)Params=49M, FLOPS=55.3G, FPS=65.52024.03 | 74.8 | 74.7 | 65.5 |