Parsing on PASCAL-Context (test)
70.52mIoUMLORE
Evaluation results
| Method | Links | |
|---|---|---|
| MLOREBackbone=ViT-large2024.03 | 70.52 | |
| TaskExpertBackbone=ViT-large2024.03 | 69.42 | |
| TaskPrompterBackbone=ViT-large2024.03 | 68.89 | |
| InvPTBackbone=ViT-large2024.03 | 67.61 | |
| MTI-NetBackbone=ViT-large, reproduced=true2024.03 | 67.4 | |
| PAD-NetBackbone=ViT-large, reproduced=true2024.03 | 67.12 | |
| ATRCBackbone=ViT-large, reproduced=true2024.03 | 66.84 | |
| ATRCBackbone=HRNet182024.03 | 62.93 | |
| Mod-SquadFLOPs (G)=420, #Param (M)=522024.03 | 62.7 | |
| TaskExpertFLOPs (G)=204, #Param (M)=552024.03 | 62.68 | |
| MLOREFLOPs (G)=72, #Param (M)=442024.03 | 62.65 | |
| M³ViTFLOPs (G)=420, #Param (M)=422024.03 | 62.1 | |
| MTI-NetBackbone=HRNet182024.03 | 60.18 | |
| PAD-NetBackbone=HRNet182024.03 | 59.6 |