Instance Matting on HIM2K+M-HIM2K Composition set
12.85MADInstMatt
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| InstMattParadigm=Instance-aware, Weights=External data, Short side=576px2024.04 | 12.85 | 5.71 | 9.41 | 7.19 | 22.24 | 255.61 | |
| MaGGIeParadigm=Instance-aware, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 12.93 | 7.26 | 8.91 | 7.37 | 19.54 | 235.95 | |
| MGM*Paradigm=Instance-aware, Mask configuration=All masks stacked with input, Short side=576px2024.04 | 14.31 | 7.89 | 10.12 | 8.01 | 41.94 | 251.08 | |
| MGMParadigm=Instance-agnostic, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 15.32 | 9.13 | 9.94 | 8.83 | 33.54 | 261.43 | |
| InstMattParadigm=Instance-aware, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 16.99 | 9.7 | 10.93 | 9.74 | 53.76 | 286.9 | |
| SparseMatParadigm=Instance-agnostic, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 21.05 | 14.55 | 14.64 | 12.26 | 45.19 | 352.95 | |
| MGM+Paradigm=Instance-agnostic, Weights=External data, Short side=576px2024.04 | 23.15 | 14.76 | 12.75 | 13.3 | 64.39 | 309.38 |