Object Discovery on PASCAL VOC 12 (trainval)
76.1CorLocFOUND
Evaluation results
| Method | Links | |
|---|---|---|
| FOUNDLearning Phase=with learning, Backbone=ViT-S/8, mode=single2022.12 | 76.1 | |
| TokenCut + CADLearning Phase=with learning, Backbone=ViT-S/16, CAD Augmentation=true2022.12 | 75.3 | |
| SelfMaskLearning Phase=with learning2022.12 | 75.3 | |
| TokenCutLearning Phase=no learning, Backbone=ViT-S/162022.12 | 72.1 | |
| TokenCutLearning Phase=no learning, Backbone=ViT-S/82022.12 | 71.6 | |
| LOST + CADLearning Phase=with learning, Backbone=ViT-S/16, CAD Augmentation=true2022.12 | 70.4 | |
| DINOSAURLearning Phase=with learning2022.12 | 70.4 | |
| DSSLearning Phase=no learning, Backbone=ViT-S/162022.12 | 66.4 | |
| LOSTLearning Phase=no learning, Backbone=ViT-S/162022.12 | 64 | |
| LOSTLearning Phase=no learning, Backbone=ViT-S/82022.12 | 57 | |
| rOSDLearning Phase=no learning2022.12 | 55.3 | |
| LODLearning Phase=no learning2022.12 | 55.1 | |
| DDT+Learning Phase=no learning2022.12 | 53.1 | |
| Zhang et al.Learning Phase=no learning2022.12 | 50.5 | |
| FreeSoloLearning Phase=with learning2022.12 | 49.7 | |
| Kim et al.Learning Phase=no learning2022.12 | 46.4 | |
| DINO-segLearning Phase=no learning, Backbone=ViT-S/162022.12 | 46.2 | |
| EdgeBoxesLearning Phase=no learning2022.12 | 31.6 | |
| Selective SearchLearning Phase=no learning2022.12 | 20.9 |