Foreground Extraction on Caltech-UCSD Birds-200 2011 (train)
56.4IoUDRC (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DRC (Ours)Supervision=Fully unsupervised, Identification=Explicit identification2021.10 | 56.4 | 70.9 | |
| OneGANSupervision=Weakly supervised (requires clean backgrounds), Evaluation Source=Benny and Wolf [31]2021.10 | 55.5 | 69.2 | |
| ReDOSupervision=Unsupervised, Evaluation Protocol=Best-matching permutation2021.10 | 46.5 | 60.2 | |
| Slot-AttnSlots=2-slot version, Evaluation Protocol=Best-matching permutation2021.10 | 35.6 | 51.5 | |
| IODINESlots=2-slot version, Evaluation Protocol=Best-matching permutation2021.10 | 30.9 | 44.6 | |
| GrabCutInput=Predefined Bounding Box, Identification=Explicit2021.10 | 30.2 | 42.7 | |
| W-NetSupervision=Unsupervised, Evaluation Source=Benny and Wolf [31]2021.10 | 24.8 | 38.9 |