Referring Image Matting on RefMatte
Metric: SAD (higher is better)
Metric: SAD (higher is better)
| # | Model↕ | SAD▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CLIPSeg (ViT-B/16) | 211.86 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 2 | MDETR (ResNet-101) | 131.58 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 3 | CLIPMat (ViT-B/16) | 110.66 | No | Referring Image Matting | 2022-06-10 | Code |
| 4 | CLIPMat (ViT-L/14) | 88.52 | No | Referring Image Matting | 2022-06-10 | Code |
| 5 | MDETR (ResNet-101) | 84.7 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 6 | CLIPSeg (ViT-B/16) | 69.13 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 7 | CLIPMat (ViT-B/16) | 47.97 | No | Referring Image Matting | 2022-06-10 | Code |
| 8 | CLIPMat (ViT-L/14) | 42.05 | No | Referring Image Matting | 2022-06-10 | Code |
| 9 | MDETR (ResNet-101) | 32.27 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 10 | CLIPSeg (ViT-B/16) | 17.75 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 11 | CLIPMat (ViT-B/16) | 9.91 | No | Referring Image Matting | 2022-06-10 | Code |
| 12 | CLIPMat (ViT-L/14) | 8.51 | No | Referring Image Matting | 2022-06-10 | Code |