Unsupervised Object Segmentation on CLEVR 1.0 (test)
95.94FG-ARIOurs (PPMP)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours (PPMP)Training Modality=Video, Post-processing=true2022.10 | 95.94 | 84.86 | |
| SATraining Modality=Single Image, Post-processing=false2022.10 | 95.89 | 36.61 | |
| SATraining Modality=Single Image, Post-processing=true2022.10 | 94.88 | 37.68 | |
| IODINETraining Modality=Single Image, Post-processing=false2022.10 | 93.81 | 45.14 | |
| IODINETraining Modality=Single Image, Post-processing=true2022.10 | 93.68 | 44.2 | |
| Ours (PPMP)Training Modality=Video, Post-processing=false2022.10 | 91.69 | 66.7 | |
| DTI-STraining Modality=Single Image, Post-processing=true2022.10 | 89.86 | 53.38 | |
| DTI-STraining Modality=Single Image, Post-processing=false2022.10 | 89.54 | 48.74 | |
| SPAIRTraining Modality=Single Image, Post-processing=false2022.10 | 77.13 | 65.95 | |
| SPAIRTraining Modality=Single Image, Post-processing=true2022.10 | 77.05 | 66.87 | |
| MNTraining Modality=Single Image, Post-processing=false2022.10 | 72.12 | 56.81 | |
| MNTraining Modality=Single Image, Post-processing=true2022.10 | 72.08 | 57.61 | |
| GNMTraining Modality=Single Image, Post-processing=true2022.10 | 65.67 | 63.38 | |
| GNMTraining Modality=Single Image, Post-processing=false2022.10 | 65.05 | 59.92 | |
| MONetTraining Modality=Single Image, Post-processing=true2022.10 | 61.36 | 45.61 | |
| MONetTraining Modality=Single Image, Post-processing=false2022.10 | 54.47 | 30.66 |