Unsupervised Object Segmentation on CLEVRTEX 1.0 (test)
92.61FG-ARIOurs (PPMP)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (PPMP)Training Modality=Video, Post-processing=true2022.10 | 92.61 | 7,767 | — | |
| Ours (PPMP)Training Modality=Video, Post-processing=false2022.10 | 90.8 | 5,507 | — | |
| DTI-STraining Modality=Single Image, Post-processing=false2022.10 | 79.9 | 3,379 | — | |
| DTI-STraining Modality=Single Image, Post-processing=true2022.10 | 79.86 | 3,220 | — | |
| SATraining Modality=Single Image, Post-processing=false2022.10 | 62.4 | 2,258 | — | |
| SATraining Modality=Single Image, Post-processing=true2022.10 | 61.6 | 2,196 | — | |
| IODINETraining Modality=Single Image, Post-processing=true2022.10 | 60.63 | 2,940 | — | |
| IODINETraining Modality=Single Image, Post-processing=false2022.10 | 59.52 | 2,917 | — | |
| GNMTraining Modality=Single Image, Post-processing=true2022.10 | 53.38 | 4,430 | — | |
| GNMTraining Modality=Single Image, Post-processing=false2022.10 | 53.37 | 4,225 | — | |
| SAViTraining Modality=Video, Post-processing=false2022.10 | 49.54 | 3,188 | — | |
| MNTraining Modality=Single Image, Post-processing=true2022.10 | 38.34 | 1,034 | — | |
| MNTraining Modality=Single Image, Post-processing=false2022.10 | 38.31 | 1,046 | — | |
| MONetTraining Modality=Single Image, Post-processing=false2022.10 | 36.66 | 1,978 | — | |
| MONetTraining Modality=Single Image, Post-processing=true2022.10 | 35.64 | 2,359 | — | |
| SLATE+2023.03 | 0.7071 | 52.96 | 54.9 | |
| LSD2023.03 | 0.6441 | 62.52 | 63.93 | |
| SLATE2023.03 | 0.4419 | 49.54 | 50.88 | |
| SPAIRTraining Modality=Single Image, Post-processing=false2022.10 | 0 | 0 | — | |
| SPAIRTraining Modality=Single Image, Post-processing=true2022.10 | 0 | 0 | — |