Image Segmentation on PBD5K Regular
99.24PAMDCNeXt
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MDCNeXtBackbone=ResNet-502025.08 | 99.24 | 69.79 | 69.71 | 73.37 | 81.13 | 97.86 | 78.57 | 72.48 | 11.01 | 0.76 | |
| MDCNetPub.=CVPR 2024, Backbone=ResNet-502025.08 | 99.09 | 67.3 | 66.35 | 70.83 | 79.12 | 96.87 | 74.32 | 70.23 | 11.07 | 0.81 | |
| SpiderPub.=ICML 2024, Backbone=ConvNeXt-L2025.08 | 98.88 | 64.25 | 59.7 | 62.12 | 78.36 | 94.25 | 68.2 | 62.78 | 14.22 | 0.97 | |
| ZoomNeXtPub.=TPAMI 2024, Backbone=ResNet-502025.08 | 98.88 | 63.2 | 60.73 | 63.2 | 78.25 | 96.17 | 69.23 | 63.42 | 13.02 | 0.92 | |
| DeepLabV3+Pub.=ECCV 2018, Backbone=ResNet-1012025.08 | 98.67 | 50.78 | 42.78 | 41.06 | 64.38 | 91.24 | 59.2 | 43.79 | 27.11 | 1.47 | |
| SegFormerPub.=NeurIPS 2021, Backbone=MiT-B52025.08 | 98.48 | 54.35 | 43.26 | 40.2 | 67.26 | 90.74 | 60.2 | 45.41 | 28.2 | 1.34 | |
| SegGPTPub.=ICCV 2023, Backbone=ViT-L2025.08 | 98.18 | 21.63 | 19.58 | 19.32 | 55.41 | 73.19 | 55.51 | 19.58 | 38.8 | 1.82 | |
| SAM 2Pub.=ICLR 2025, Backbone=Hiera-B+2025.08 | 98.02 | 24.73 | 22.13 | 19.79 | 59.32 | 70.26 | 51.21 | 27.22 | 35.41 | 1.77 |