Human Parsing on Human3.6M
69.89mIoUHulk
Evaluation results
| Method | Links | |
|---|---|---|
| HulkBackbone=ViT-L, Category=Generalist, Input Resolution=480x480, Fine-tuned=true2023.12 | 69.89 | |
| HulkBackbone=ViT-L, Category=Generalist, Input Resolution=480x480, Fine-tuned=false2023.12 | 69.31 | |
| HulkBackbone=ViT-B, Category=Generalist, Input Resolution=480x480, Fine-tuned=true2023.12 | 68.56 | |
| HulkBackbone=ViT-B, Category=Generalist, Input Resolution=480x480, Fine-tuned=false2023.12 | 68.08 | |
| PATHBackbone=ViT-L, Category=Pretraining, Input Resolution=480x4802023.12 | 66.2 | |
| PATHBackbone=ViT-L, Evaluation Protocol=Partial FT2023.03 | 66.2 | |
| HCMoCoBackbone=HRNet-48, Category=Pretraining, Input Resolution=480x480, Re-implementation=true2023.12 | 66.01 | |
| UniHCPBackbone=ViT-B, Category=Generalist, Input Resolution=480x480, Fine-tuned=true2023.12 | 65.95 | |
| UniHCPBackbone=ViT-B, Category=Generalist, Input Resolution=480x480, Fine-tuned=false2023.12 | 65.9 | |
| PATHBackbone=ViT-B, Category=Pretraining, Input Resolution=480x4802023.12 | 65 | |
| PATHBackbone=ViT-B, Evaluation Protocol=FT2023.03 | 65 | |
| PATHBackbone=ViT-L, Evaluation Protocol=w/o FT2023.03 | 65 | |
| PATHBackbone=ViT-B, Evaluation Protocol=Head FT2023.03 | 64.1 | |
| PATHBackbone=ViT-B, Evaluation Protocol=w/o FT2023.03 | 63.9 | |
| PATHBackbone=ViT-B, Evaluation Protocol=Partial FT2023.03 | 63.7 | |
| HCMoCoBackbone=HRNet-18, Category=Pretraining, Input Resolution=480x4802023.12 | 62.5 | |
| SoTA2023.03 | 62.5 | |
| MAEBackbone=ViT-B2023.03 | 62 | |
| CLIPBackbone=ViT-B2023.03 | 58.2 |