Human Parsing on CIHP (test)
64.32mIoUSST (Transfer-PASCAL&ATR)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SST (Transfer-PASCAL&ATR)Backbone=ResNet-1012023.04 | 64.32 | 74.56 | |
| SST (Transfer-PASCAL)Backbone=ResNet-1012023.04 | 63.89 | 74.42 | |
| SST (Transfer-PASCAL&ATR)Backbone=ResNet-502023.04 | 63.86 | 74.29 | |
| SST (Universal)Backbone=ResNet-1012023.04 | 63.65 | 74.26 | |
| SST (Transfer-PASCAL)Backbone=ResNet-502023.04 | 63.57 | 74.16 | |
| SST (Universal)Backbone=ResNet-502023.04 | 63.35 | 73.97 | |
| Multi-datasetsBackbone=ResNet-1012023.04 | 63.18 | 73.83 | |
| Single-datasetBackbone=ResNet-1012023.04 | 62.97 | 73.56 | |
| Multi-datasetsBackbone=ResNet-502023.04 | 62.74 | 73.36 | |
| Single-datasetBackbone=ResNet-502023.04 | 62.51 | 73.18 | |
| PCNetBackbone=ResNet-1012023.04 | 61.05 | 67.05 | |
| BraidNet2023.04 | 60.62 | — | |
| Grapy-MLBackbone=Xception2023.04 | 60.6 | 68.97 | |
| GPMBackbone=Xception2023.04 | 60.36 | 68.95 | |
| Parsing R-CNN2023.04 | 59.8 | — | |
| M-CE2PBackbone=ResNet-1012023.04 | 59.5 | — | |
| Graphonomysource_context=PASCAL2021.01 | 58.58 | 66.65 | |
| GraphonomyBackbone=Xception2023.04 | 58.58 | 66.65 | |
| Graphonomysource_context=Universal Human Parsing2021.01 | 58.17 | 66.2 | |
| Multi-task Learning2021.01 | 57.35 | 65.27 | |
| DeepLab v3+2021.01 | 57.13 | 65.06 | |
| Deeplab V3+Backbone=Xception2023.04 | 57.13 | 65.06 | |
| PGN2021.01 | 55.8 | 64.22 | |
| PGNBackbone=Xception2023.04 | 55.8 | 64.22 |