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SotA/Computer Vision/Referring Image Matting/RefMatte

Referring Image Matting on RefMatte

Metric: SAD (higher is better)

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#Model↕SAD▼Extra DataPaperDate↕Code
1CLIPSeg (ViT-B/16)211.86NoImage Segmentation Using Text and Image Prompts2021-12-18Code
2MDETR (ResNet-101)131.58NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
3CLIPMat (ViT-B/16)110.66NoReferring Image Matting2022-06-10Code
4CLIPMat (ViT-L/14)88.52NoReferring Image Matting2022-06-10Code
5MDETR (ResNet-101)84.7NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
6CLIPSeg (ViT-B/16)69.13NoImage Segmentation Using Text and Image Prompts2021-12-18Code
7CLIPMat (ViT-B/16)47.97NoReferring Image Matting2022-06-10Code
8CLIPMat (ViT-L/14)42.05NoReferring Image Matting2022-06-10Code
9MDETR (ResNet-101)32.27NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
10CLIPSeg (ViT-B/16)17.75NoImage Segmentation Using Text and Image Prompts2021-12-18Code
11CLIPMat (ViT-B/16)9.91NoReferring Image Matting2022-06-10Code
12CLIPMat (ViT-L/14)8.51NoReferring Image Matting2022-06-10Code