Semantic Image Matting Dataset (test)
25.6SADDiffMatte-ViTB
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffMatte-ViTBRefinement steps=10, Backbone=ViT-B, Params=101.4M2023.12 | 25.6 | 4.69 | 8.2 | 19.84 | |
| DiffMatte-ViTBRefinement steps=1, Backbone=ViT-B, Params=101.4M2023.12 | 26.83 | 4.92 | 8.26 | 20.72 | |
| ViTMatte-BBackbone=ViT-B, Params=96.7M2023.12 | 27.15 | 5.45 | 9.67 | 21.51 | |
| DiffMatte-ViTSRefinement steps=10, Backbone=ViT-S, Params=29.0M2023.12 | 27.38 | 4.71 | 10.31 | 21.03 | |
| DiffMatte-SwinTRefinement steps=10, Backbone=Swin-T, Params=38.8M2023.12 | 27.51 | 5.2 | 9.12 | 22.04 | |
| DiffMatte-ViTSRefinement steps=1, Backbone=ViT-S, Params=29.0M2023.12 | 27.55 | 4.78 | 10.26 | 21.24 | |
| SIM2021.04 | 27.87 | 0.0047 | 11.57 | 20.83 | |
| ViTMatte-SBackbone=ViT-S, Params=25.8M2023.12 | 27.96 | 5.02 | 10.68 | 22.38 | |
| MatteformerParams=48.8M2023.12 | 29.66 | 5.91 | 12.52 | 24.19 | |
| DiffMatte-SwinTRefinement steps=1, Backbone=Swin-T, Params=38.8M2023.12 | 30.26 | 5.64 | 9.45 | 24.64 | |
| GCA2021.04 | 39.28 | 0.011 | 28.7 | 36.03 | |
| DiffMatte-Res34Refinement steps=10, Backbone=ResNet-34, Params=23.9M2023.12 | 47.75 | 14.1 | 17.19 | 44.53 | |
| DIM2021.04 | 48.07 | 0.015 | 31.67 | 46.26 | |
| IndexNet2021.04 | 51.29 | 0.014 | 34.19 | 48.77 | |
| DiffMatte-Res34Refinement steps=1, Backbone=ResNet-34, Params=23.9M2023.12 | 51.49 | 14.1 | 18.32 | 48.7 | |
| GCAParams=25.3M2023.12 | 68.23 | 25.74 | 33.19 | 67.67 |