Referring Image Matting on RefMatte
Metric: MAD(E) (higher is better)
Metric: MAD(E) (higher is better)
| # | Model↕ | MAD(E)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CLIPSeg (ViT-B/16) | 0.1282 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 2 | MDETR (ResNet-101) | 0.0779 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 3 | CLIPMat (ViT-B/16) | 0.0635 | No | Referring Image Matting | 2022-06-10 | Code |
| 4 | MDETR (ResNet-101) | 0.0515 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 5 | CLIPMat (ViT-L/14) | 0.0505 | No | Referring Image Matting | 2022-06-10 | Code |
| 6 | CLIPSeg (ViT-B/16) | 0.0419 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 7 | CLIPMat (ViT-B/16) | 0.0273 | No | Referring Image Matting | 2022-06-10 | Code |
| 8 | CLIPMat (ViT-L/14) | 0.0254 | No | Referring Image Matting | 2022-06-10 | Code |
| 9 | MDETR (ResNet-101) | 0.019 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 10 | CLIPSeg (ViT-B/16) | 0.0106 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 11 | CLIPMat (ViT-B/16) | 0.0059 | No | Referring Image Matting | 2022-06-10 | Code |
| 12 | CLIPMat (ViT-L/14) | 0.0051 | No | Referring Image Matting | 2022-06-10 | Code |