Human Parsing on PASCAL Context
77.56mIoUTIGER-L
Evaluation results
| Method | Links | |
|---|---|---|
| TIGER-LBackbone=ViT-L2026.06 | 77.56 | |
| SAK2026.06 | 76.99 | |
| TIGER-BBackbone=ViT-B2026.06 | 76.27 | |
| RADIOv2.5Backbone=ViT-H/162024.12 | 75.75 | |
| DINOv2Backbone=ViT-g/142024.12 | 75.56 | |
| DINOv2Backbone=ViT-L/142024.12 | 74.51 | |
| AM-RADIOBackbone=ViT-H/162024.12 | 74.42 | |
| RADIOv2.5Backbone=ViT-L/162024.12 | 74.32 | |
| B^3-NetDecoder Type=Bridge-feature-based decoder2026.05 | 73.73 | |
| DINOv2-ViT-LBackbone=ViT-L2026.06 | 73.72 | |
| DINOv2Backbone=ViT-B/162024.12 | 73.24 | |
| MTMamba++Decoder Type=Mamba-based decoder2026.05 | 72.87 | |
| MTMambaDecoder Type=Mamba-based decoder2026.05 | 72.62 | |
| MTMamba2026.06 | 72.62 | |
| UNICBackbone=ViT-L/142024.12 | 72.24 | |
| RADIO2026.06 | 71.5 | |
| RADIOv2.5Backbone=ViT-B/162024.12 | 71.49 | |
| BridgeNetDecoder Type=Bridge-feature-based decoder2026.05 | 71.33 | |
| TSP-TransformerDecoder Type=Transformer-based decoder2026.05 | 70.64 | |
| MLoREBackbone=Custom2024.12 | 70.52 | |
| MLoREDecoder Type=Transformer-based decoder2026.05 | 70.52 | |
| MLoRE2026.06 | 70.52 | |
| MTLSI-NetParams (M)=234, FLOPs (G)=7722026.04 | 69.9 | |
| SEM2026.06 | 69.9 | |
| TaskDiffusionDecoder Type=Diffusion-based decoder2026.05 | 69.62 | |
| TaskExpertParams (M)=420, FLOPs (G)=6222026.04 | 69.42 | |
| TaskExpert2026.06 | 69.42 | |
| InvPT++Params (M)=421, FLOPs (G)=6672026.04 | 69.12 | |
| InvPT++Decoder Type=Transformer-based decoder2026.05 | 69.12 | |
| TaskPrompterDecoder Type=Transformer-based decoder2026.05 | 68.89 | |
| TaskPrompter2026.06 | 68.89 | |
| InvPTDecoder Type=Transformer-based decoder2026.05 | 67.61 | |
| InvPT2026.06 | 67.61 | |
| MQTransformer2026.04 | 67.41 | |
| MQTransformerDecoder Type=Transformer-based decoder2026.05 | 67.41 | |
| MQTransformer2026.06 | 67.41 | |
| MTI-NetParams (M)=851, FLOPs (G)=7742026.04 | 67.4 | |
| MTI-Net2026.06 | 67.4 | |
| PAD-NetParams (M)=330, FLOPs (G)=7732026.04 | 67.12 | |
| PAD-Net2026.06 | 67.12 | |
| ATRCParams (M)=340, FLOPs (G)=8712026.04 | 66.84 | |
| ATRC2026.06 | 66.84 | |
| CLIP-ViT-LBackbone=ViT-L2026.06 | 66.42 | |
| OWLv2-ViT-LBackbone=ViT-L2026.06 | 65.47 | |
| ATRC-BMTASDecoder Type=CNN-based decoder2026.05 | 62.93 | |
| UNICBackbone=ViT-B/162024.12 | 62.85 | |
| ASTMTDecoder Type=CNN-based decoder2026.05 | 61.1 | |
| SAM-ViT-BBackbone=ViT-B2026.06 | 60.87 | |
| TheiaBackbone=ViT-B/162024.12 | 60.67 | |
| ATRC-ASPPDecoder Type=CNN-based decoder2026.05 | 60.23 | |
| MTI-NetDecoder Type=CNN-based decoder2026.05 | 60.18 | |
| PAD-NetDecoder Type=CNN-based decoder2026.05 | 59.6 | |
| ATRCDecoder Type=CNN-based decoder2026.05 | 59.42 | |
| DiffusionMTL2026.06 | 56.84 |