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SotA/Computer Vision/Referring Image Matting/RefMatte

Referring Image Matting on RefMatte

Metric: MAD (higher is better)

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#Model↕MAD▼Extra DataPaperDate↕Code
1CLIPSeg (ViT-B/16)0.1222NoImage Segmentation Using Text and Image Prompts2021-12-18Code
2MDETR (ResNet-101)0.0751NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
3CLIPMat (ViT-B/16)0.0636NoReferring Image Matting2022-06-10Code
4CLIPMat (ViT-L/14)0.051NoReferring Image Matting2022-06-10Code
5MDETR (ResNet-101)0.0482NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
6CLIPSeg (ViT-B/16)0.0394NoImage Segmentation Using Text and Image Prompts2021-12-18Code
7CLIPMat (ViT-B/16)0.0273NoReferring Image Matting2022-06-10Code
8CLIPMat (ViT-L/14)0.0238NoReferring Image Matting2022-06-10Code
9MDETR (ResNet-101)0.0183NoMDETR -- Modulated Detection for End-to-End Mult...2021-04-26Code
10CLIPSeg (ViT-B/16)0.0101NoImage Segmentation Using Text and Image Prompts2021-12-18Code
11CLIPMat (ViT-B/16)0.0057NoReferring Image Matting2022-06-10Code
12CLIPMat (ViT-L/14)0.0049NoReferring Image Matting2022-06-10Code