Referring Image Matting on RefMatte
Metric: MAD (higher is better)
Metric: MAD (higher is better)
| # | Model↕ | MAD▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CLIPSeg (ViT-B/16) | 0.1222 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 2 | MDETR (ResNet-101) | 0.0751 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 3 | CLIPMat (ViT-B/16) | 0.0636 | No | Referring Image Matting | 2022-06-10 | Code |
| 4 | CLIPMat (ViT-L/14) | 0.051 | No | Referring Image Matting | 2022-06-10 | Code |
| 5 | MDETR (ResNet-101) | 0.0482 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 6 | CLIPSeg (ViT-B/16) | 0.0394 | 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) | 0.0238 | No | Referring Image Matting | 2022-06-10 | Code |
| 9 | MDETR (ResNet-101) | 0.0183 | No | MDETR -- Modulated Detection for End-to-End Mult... | 2021-04-26 | Code |
| 10 | CLIPSeg (ViT-B/16) | 0.0101 | No | Image Segmentation Using Text and Image Prompts | 2021-12-18 | Code |
| 11 | CLIPMat (ViT-B/16) | 0.0057 | No | Referring Image Matting | 2022-06-10 | Code |
| 12 | CLIPMat (ViT-L/14) | 0.0049 | No | Referring Image Matting | 2022-06-10 | Code |