Semantic Segmentation on LIP (val)
61.86mIoUMask2Former+IDRNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mask2Former+IDRNetBackbone=Swin-Large, Stride=32x2023.10 | 61.86 | — | — | |
| UPerNet+IDRNetBackbone=Swin-Large, Stride=32x2023.10 | 61.17 | — | — | |
| UPerNet+MCIBI++Backbone=Swin-Large, Stride=32x2023.10 | 59.91 | — | — | |
| CNIFBaseline=ResNet-101 + ASPP, Stride=8x, Context schemes=M2019.09 | 56.93 | — | — | |
| OCR (Seg. transformer)Baseline=HRNetV2-W48, Stride=4x, Context schemes=R2019.09 | 56.65 | — | — | |
| OCRNetBackbone=HRNetV2-W48, Stride=4x2023.10 | 56.65 | — | — | |
| UPerNet+MCIBI++Backbone=ResNet-101, Stride=8x2023.10 | 56.32 | — | — | |
| HRNetV2-W48backbone=HRNetV2-W48, extra information=None2019.04 | 55.9 | 88.21 | 67.43 | |
| HRNetBaseline=HRNetV2-W48, Stride=4x2019.09 | 55.9 | — | — | |
| OCR (Seg. transformer)Baseline=ResNet-101, Stride=8x, Context schemes=R2019.09 | 55.6 | — | — | |
| OCRNetBackbone=ResNet-101, Stride=8x2023.10 | 55.6 | — | — | |
| ISNetBackbone=ResNet-101, Stride=8x2023.10 | 55.41 | — | — | |
| OCNetBaseline=ResNet-101 + ASPP, Stride=8x, Context schemes=M,R2019.09 | 54.72 | — | — | |
| CE2Pbackbone=Dilated-ResNet-101, extra information=Edge2019.04 | 53.1 | 87.37 | 63.2 | |
| CE2PBaseline=ResNet-101 + PPM, Stride=4x, Context schemes=M2019.09 | 53.1 | — | — | |
| EMANetBackbone=ResNet-101, Stride=8x2023.10 | 51.72 | — | — | |
| JPPNetbackbone=Dilated-ResNet-101, extra information=Pose2019.04 | 51.37 | 86.39 | 62.32 | |
| JPPNetBaseline=ResNet-101, Stride=8x, Context schemes=M2019.09 | 51.37 | — | — | |
| MuLAbackbone=Hourglass, extra information=Pose2019.04 | 49.3 | 88.5 | 60.5 | |
| SS-NANbackbone=ResNet-101, extra information=Pose2019.04 | 47.92 | 87.59 | 56.03 | |
| MMANbackbone=Dilated-ResNet-101, extra information=None2019.04 | 46.81 | — | — | |
| MMANBaseline=ResNet-101, Stride=8x2019.09 | 46.81 | — | — | |
| DeepLabV3+backbone=Dilated-ResNet-101, extra information=None2019.04 | 44.8 | 84.09 | 55.62 | |
| Attention+SSLbackbone=VGG16, extra information=Pose2019.04 | 44.73 | 84.36 | 54.94 |