Referring Image Matting on RefMatte Expression setting standard (test)
40.37SADCLIPMat
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CLIPMatBackbone=ViT-L/14, Refiner=Yes2022.06 | 40.37 | 0.0205 | 0.0229 | 43.03 | 0.0218 | 0.0244 | |
| CLIPMatBackbone=ViT-L/14, Refiner=No2022.06 | 42.05 | 0.0212 | 0.0238 | 44.77 | 0.0226 | 0.0254 | |
| CLIPMatBackbone=ViT-B/16, Refiner=Yes2022.06 | 46.38 | 0.0239 | 0.0264 | 49.11 | 0.0253 | 0.0279 | |
| CLIPMatBackbone=ViT-B/16, Refiner=No2022.06 | 47.97 | 0.0245 | 0.0273 | 50.84 | 0.026 | 0.0273 | |
| CLIPSegBackbone=ViT-B/16, Refiner=Yes2022.06 | 64.48 | 0.0341 | 0.0367 | 68.56 | 0.0364 | 0.0391 | |
| CLIPSegBackbone=ViT-B/16, Refiner=No2022.06 | 69.13 | 0.0358 | 0.0394 | 73.53 | 0.0381 | 0.0419 | |
| MDETRBackbone=ResNet-101, Refiner=Yes2022.06 | 80.48 | 0.0424 | 0.0458 | 85.83 | 0.0452 | 0.0488 | |
| MDETRBackbone=ResNet-101, Refiner=No2022.06 | 84.7 | 0.0434 | 0.0482 | 90.45 | 0.0463 | 0.0515 |