Human Parsing on ATR (mIoU, Mean Acc.)
82.15mIoUSST (Transfer-PASCAL&CIHP)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SST (Transfer-PASCAL&CIHP)Backbone=ResNet-1012023.04 | 82.15 | 89.26 | |
| SST (Transfer-CIHP)Backbone=ResNet-1012023.04 | 81.77 | 88.98 | |
| SST (Transfer-PASCAL&CIHP)Backbone=ResNet-502023.04 | 81.36 | 88.78 | |
| SST (Transfer-CIHP)Backbone=ResNet-502023.04 | 81.05 | 88.54 | |
| SST (Universal)Backbone=ResNet-1012023.04 | 80.5 | 88.12 | |
| SST (Universal)Backbone=ResNet-502023.04 | 79.97 | 87.95 | |
| Multi-datasetsBackbone=ResNet-1012023.04 | 79.82 | 87.82 | |
| Single-datasetBackbone=ResNet-1012023.04 | 79.52 | 87.56 | |
| Multi-datasetsBackbone=ResNet-502023.04 | 79.39 | 87.41 | |
| Single-datasetBackbone=ResNet-502023.04 | 79.15 | 87.1 | |
| Grapy-MLBackbone=Xception2023.04 | 77.88 | 85.22 | |
| GPMBackbone=Xception2023.04 | 76.97 | 84.44 | |
| Deeplab V3+Backbone=Xception2023.04 | 76.52 | 84.07 | |
| GraphonomyBackbone=Xception, Note=reproduced by Grapy-ML2023.04 | 76.35 | 83.98 | |
| JPPNetBackbone=ResNet-1012023.04 | 54.45 | — |