Semantic Segmentation on DensePASS (val)
44.8mIoUTrans4PASS-S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Trans4PASS-SBackbone=Trans4PASS-S2022.03 | 44.8 | -36.3 | |
| SegFormer-B2Backbone=SegFormer-B22022.03 | 42.4 | -38.6 | |
| Trans4PASS-TBackbone=Trans4PASS-T2022.03 | 41.5 | -37.6 | |
| SegFormer-B1Backbone=SegFormer-B12022.03 | 38.5 | -40 | |
| SETR-NaiveBackbone=Transformer-L2022.03 | 36.1 | -41.8 | |
| SETR-PUPBackbone=Transformer-L2022.03 | 35.7 | -43.6 | |
| SETR-MLABackbone=Transformer-L2022.03 | 35.6 | -41.6 | |
| OCRNetBackbone=HRNetV2p-W482022.03 | 32.8 | -47.9 | |
| DeepLabV3+Backbone=ResNet-1012022.03 | 32.5 | -48.4 | |
| DNLBackbone=ResNet-1012022.03 | 32.1 | -48.3 | |
| OCRNetBackbone=HRNetV2p-W182022.03 | 30.8 | -47.8 | |
| PSPNetBackbone=ResNet-502022.03 | 29.5 | -49.1 | |
| Semantic-FPNBackbone=ResNet-1012022.03 | 28.8 | -47 | |
| ResNeStBackbone=ResNeSt-1012022.03 | 28.8 | -50.8 | |
| DANetBackbone=ResNet-1012022.03 | 28.5 | -51.9 | |
| FANetBackbone=ResNet-342022.03 | 26.9 | -44.4 | |
| SwiftNetBackbone=ResNet-182022.03 | 25.7 | -49.7 | |
| Fast-SCNNBackbone=Fast-SCNN2022.03 | 24.6 | -44.5 | |
| ERFNetBackbone=ERFNet2022.03 | 16.7 | -55.4 |