Image Segmentation on PBD5K Average
99.12PAMDCNeXt
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MDCNeXtBackbone=ResNet-502025.08 | 99.12 | 62.32 | 62.25 | 65.21 | 76.99 | 97.61 | 74.58 | 64.89 | 14.94 | 0.0087 | |
| MDCNetPub.=CVPR 2024, Backbone=ResNet-502025.08 | 99.02 | 56.19 | 52.56 | 52.91 | 68.4 | 95.67 | 66.62 | 58.11 | 17.38 | 0.01 | |
| SpiderPub.=ICML 2024, Backbone=ConvNeXt-L2025.08 | 98.96 | 47.34 | 45.43 | 45.17 | 59.68 | 93.42 | 59.5 | 49.7 | 21.29 | 0.0127 | |
| ZoomNeXtPub.=TPAMI 2024, Backbone=ResNet-502025.08 | 98.88 | 51.34 | 48.99 | 48.1 | 65.13 | 95.11 | 62.9 | 53.28 | 19.65 | 0.0115 | |
| SegFormerPub.=NeurIPS 2021, Backbone=MiT-B52025.08 | 98.78 | 36.22 | 32.1 | 30.2 | 42.5 | 85.84 | 51.61 | 36.72 | 33.84 | 0.0155 | |
| DeepLabV3+Pub.=ECCV 2018, Backbone=ResNet-1012025.08 | 98.7 | 37.17 | 32.89 | 31.45 | 42.97 | 87.08 | 50.12 | 37.07 | 32.96 | 0.0155 | |
| SAM 2Pub.=ICLR 2025, Backbone=Hiera-B+2025.08 | 98.29 | 18.84 | 16.63 | 15.2 | 52.45 | 71.36 | 54.55 | 14.21 | 42.31 | 0.0184 | |
| SegGPTPub.=ICCV 2023, Backbone=ViT-L2025.08 | 98.18 | 14.72 | 13.32 | 13 | 52.84 | 66.97 | 53.31 | 13.16 | 42.59 | 0.0181 |