Human Parsing on MHP v2.0 (val)
47.1APp50SMP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SMPBackbone=ResNet-101 with DCNv2, Epoch=362023.04 | 47.1 | — | 48.2 | 51.5 | — | |
| SMPBackbone=ResNet-50 with DCNv2, Epoch=362023.04 | 46.9 | — | 48 | 50.1 | — | |
| RP-RCNNBackbone=ResNet-50, Extra data=Pose, Epoch=1502023.04 | 45.3 | — | 46.8 | 43.8 | — | |
| SMPBackbone=ResNet-101, Epoch=362023.04 | 45.3 | — | 47.6 | 48.5 | — | |
| AIParsingBackbone=ResNet-101, Epoch=752023.04 | 43.2 | — | 46.6 | 47.3 | — | |
| SMPBackbone=ResNet-101 with DCNv2, Epoch=122023.04 | 43 | — | 46.4 | 45.5 | — | |
| SMPBackbone=ResNet-50, Epoch=362023.04 | 42 | — | 46.1 | 46.1 | — | |
| AIParsingBackbone=ResNet-50, Epoch=752023.04 | 41.1 | — | 45.9 | 45.3 | — | |
| RP-RCNNCategory=top-down models2021.03 | 40.5 | 37.3 | 45.2 | 39.2 | 185.5 | |
| RP-RCNNBackbone=ResNet-50, Extra data=Pose, Epoch=752023.04 | 40.5 | — | 45.2 | 39.2 | — | |
| OursCategory=bottom-up models2021.03 | 39 | 41.4 | 44.3 | 42.3 | 151.1 | |
| DSPFBackbone=ResNet-101, Extra data=Pose, Epoch=1502023.04 | 39 | — | 44.3 | 42.3 | — | |
| SMPBackbone=ResNet-101, Epoch=122023.04 | 38.4 | — | 44.8 | 43 | — | |
| M-CE2PBackbone=ResNet-101, Epoch=1502023.04 | 34.5 | — | 42.7 | 43.7 | — | |
| SNTCategory=top-down models2021.03 | 34.4 | — | 42.5 | 43.5 | 520.5 | |
| SNTBackbone=ResNet-1012023.04 | 34.4 | — | 42.5 | 43.5 | — | |
| M-CE2PCategory=top-down models2021.03 | 30.9 | 41.1 | 41.3 | 40.6 | 497.1 | |
| P-RCNNCategory=top-down models2021.03 | 30.2 | 40.3 | 41.8 | 44.2 | 220.7 | |
| P-RCNNBackbone=ResNeXt-101, Extra data=Pose, Epoch=752023.04 | 30.2 | — | 41.8 | 44.2 | — | |
| NANCategory=bottom-up models2021.03 | 25.1 | — | 41.8 | 32.3 | 302.2 | |
| NANEpoch=~802023.04 | 25.1 | — | 41.8 | 32.3 | — | |
| MHParserCategory=bottom-up models2021.03 | 18 | — | 36.1 | 27 | — | |
| MHParserBackbone=ResNet-1012023.04 | 18 | — | 36.1 | 27 | — | |
| PGNCategory=bottom-up models2021.03 | 17.6 | 25.3 | 35.5 | 26.9 | 169.2 | |
| PGNBackbone=ResNet-1012023.04 | 17.6 | — | 35.5 | 26.9 | — | |
| M-RCNNCategory=top-down models2021.03 | 14.9 | — | 33.9 | 25.1 | 141.3 | |
| M-RCNNBackbone=ResNet-502023.04 | 14.9 | — | 33.9 | 25.1 | — |