Instance Matting on HIM2K Natural
24.22IMQmadMaskRCNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MaskRCNN2022.05 | 24.22 | 33.74 | 2.27 | 26.65 | |
| MRCNN2026.01 | 24.22 | 33.74 | 2.27 | 26.65 | |
| MaskRCNN + FBARefinement=FBA2022.05 | 34.81 | 48.32 | 36.29 | 37.23 | |
| FBA2026.01 | 34.81 | 48.32 | 36.29 | 37.23 | |
| MaskRCNN + GCARefinement=GCA2022.05 | 45.72 | 61.4 | 44.77 | 48.81 | |
| GCA2026.01 | 45.72 | 61.4 | 44.77 | 48.81 | |
| MaskRCNN + SIMRefinement=SIM2022.05 | 54.43 | 66.67 | 49.56 | 58.12 | |
| SIM2026.01 | 54.43 | 66.67 | 49.56 | 58.12 | |
| MaskRCNN + MaskGuidedRefinement=MaskGuided2022.05 | 57.98 | 71.12 | 66.53 | 60.86 | |
| MGM2026.01 | 57.98 | 71.12 | 66.53 | 60.86 | |
| SAM2026.01 | 61.15 | 74.01 | 13.64 | 65.85 | |
| MaskRCNN + CascadePSPRefinement=CascadePSP2022.05 | 64.58 | 74.66 | 60.02 | 67.2 | |
| MAM2026.01 | 69.83 | 82.52 | 52.26 | 73.54 | |
| InstMatt2022.05 | 70.26 | 81.34 | 74.9 | 72.6 | |
| InstM2026.01 | 70.26 | 81.34 | 74.9 | 72.6 | |
| SAMA2026.01 | 71.06 | 86.77 | 69.92 | 74.32 |