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SotA/Computer Vision/Referring Image Matting/RefMatte

Referring Image Matting on RefMatte

Metric: MAD(E) (higher is better)

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#Model↕MAD(E)▼Extra DataPaperDate↕Code
1CLIPSeg (ViT-B/16)0.1282NoImage Segmentation Using Text and Image Prompts2021-12-18Code
2MDETR (ResNet-101)0.0779NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
3CLIPMat (ViT-B/16)0.0635NoReferring Image Matting2022-06-10Code
4MDETR (ResNet-101)0.0515NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
5CLIPMat (ViT-L/14)0.0505NoReferring Image Matting2022-06-10Code
6CLIPSeg (ViT-B/16)0.0419NoImage Segmentation Using Text and Image Prompts2021-12-18Code
7CLIPMat (ViT-B/16)0.0273NoReferring Image Matting2022-06-10Code
8CLIPMat (ViT-L/14)0.0254NoReferring Image Matting2022-06-10Code
9MDETR (ResNet-101)0.019NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
10CLIPSeg (ViT-B/16)0.0106NoImage Segmentation Using Text and Image Prompts2021-12-18Code
11CLIPMat (ViT-B/16)0.0059NoReferring Image Matting2022-06-10Code
12CLIPMat (ViT-L/14)0.0051NoReferring Image Matting2022-06-10Code