Referring Image Matting on RefMatte Keyword setting standard (test)
8.29SADCLIPMat
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CLIPMatBackbone=ViT-L/14, Refiner=Yes2022.06 | 8.29 | 0.0022 | 0.0027 | 8.72 | 0.0023 | 0.005 | |
| CLIPMatBackbone=ViT-L/14, Refiner=No2022.06 | 8.51 | 0.0022 | 0.0049 | 8.98 | 0.0023 | 0.0051 | |
| CLIPMatBackbone=ViT-B/16, Refiner=Yes2022.06 | 9.13 | 0.0026 | 0.0052 | 9.56 | 0.0027 | 0.0055 | |
| CLIPMatBackbone=ViT-B/16, Refiner=No2022.06 | 9.91 | 0.0028 | 0.0057 | 10.41 | 0.0029 | 0.0059 | |
| CLIPSegBackbone=ViT-B/16, Refiner=Yes2022.06 | 12.17 | 0.0042 | 0.0069 | 12.75 | 0.0044 | 0.0073 | |
| CLIPSegBackbone=ViT-B/16, Refiner=No2022.06 | 17.75 | 0.0064 | 0.0101 | 18.69 | 0.0067 | 0.0106 | |
| MDETRBackbone=ResNet-101, Refiner=Yes2022.06 | 27.33 | 0.0123 | 0.0155 | 28.22 | 0.0126 | 0.016 | |
| MDETRBackbone=ResNet-101, Refiner=No2022.06 | 32.27 | 0.0137 | 0.0183 | 33.52 | 0.0141 | 0.019 |