Instance Matting on HIM2K+M-HIM2K Natural set
26.76MADInstMatt
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| InstMattParadigm=Instance-aware, Weights=External data, Short side=576px2024.04 | 26.76 | 12.52 | 10.2 | 13.81 | 48.63 | 161.52 | |
| MaGGIeParadigm=Instance-aware, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 27.17 | 16.09 | 9.94 | 13.42 | 49.52 | 146.71 | |
| InstMattParadigm=Instance-aware, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 28.16 | 14.3 | 10.98 | 14.63 | 57.83 | 168.74 | |
| MGMParadigm=Instance-agnostic, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 30.23 | 17.4 | 10.53 | 15.7 | 63.16 | 167.35 | |
| MGM*Paradigm=Instance-aware, Mask configuration=All masks stacked with input, Short side=576px2024.04 | 31.38 | 18.38 | 10.97 | 14.75 | 53.89 | 165.13 | |
| MGM+Paradigm=Instance-agnostic, Weights=External data, Short side=576px2024.04 | 32.52 | 18.8 | 12.52 | 18.51 | 65.2 | 179.76 | |
| SparseMatParadigm=Instance-agnostic, Weights=Retrained on I-HIM50K, Short side=576px2024.04 | 35.03 | 21.79 | 15.85 | 18.5 | 67.82 | 212.63 |