Contact Region Segmentation on PaIR-2
24.01SC AccuracyPaIR-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PaIR-NetParams=224.1M, Backbone=Swin-L2025.08 | 24.01 | 49.62 | 17.11 | 23.79 | |
| PaIR-NetParams=73.5M, Backbone=Swin-S2025.08 | 22.41 | 47.3 | 15.97 | 22.31 | |
| PaIR-NetParams=74.4M, Backbone=ResNet-1012025.08 | 21.3 | 45.42 | 14.11 | 21.5 | |
| PaIR-NetParams=55.5M, Backbone=ResNet-502025.08 | 19.8 | 42.4 | 13.25 | 20.37 | |
| DisTrans (2024)+HOT (2023a)Params=97.3M, Backbone=ResNet-502025.08 | 17.45 | 32.24 | 11.54 | 16.56 | |
| DisTrans (2024)+PIHOT (2025b)Params=158.4M, Backbone=ResNet-502025.08 | 17.03 | 35.87 | 11.98 | 18.3 | |
| DisTrans (2024)+MANet (2020)Params=236.5M, Backbone=ResNet-502025.08 | 15.78 | 31.76 | 10.81 | 17.45 | |
| DisTrans (2024)+LinkNet (2017)Params=120.2M, Backbone=ResNet-502025.08 | 14.98 | 28.25 | 10.74 | 18 | |
| RCLTrans (2023)+UNet (2015)Params=101.5M, Backbone=ResNet-502025.08 | 12.93 | 26.24 | 7.96 | 14.04 | |
| Trans (2021)+UNet (2015)Params=74.0M, Backbone=ResNet-502025.08 | 12.64 | 24.99 | 7.84 | 13.65 | |
| DisTrans (2024)+UNet (2015)Params=79.6M, Backbone=ResNet-502025.08 | 12.52 | 24.79 | 8.3 | 13.79 |