Object Discovery on COCO 20k 2014 (train val)
67.2CorLocDINOSAUR
Evaluation Results
| Method | Links | |
|---|---|---|
| DINOSAURLearning Phase=with learning2022.12 | 67.2 | |
| FOUNDLearning Phase=with learning, Backbone=ViT-S/8, mode=single2022.12 | 62.9 | |
| SelfMaskLearning Phase=with learning2022.12 | 62.7 | |
| TokenCut + CADLearning Phase=with learning, Backbone=ViT-S/16, CAD Augmentation=true2022.12 | 62.6 | |
| TokenCutLearning Phase=no learning, Backbone=ViT-S/82022.12 | 60.7 | |
| TokenCutLearning Phase=no learning, Backbone=ViT-S/162022.12 | 58.8 | |
| LOST + CADLearning Phase=with learning, Backbone=ViT-S/16, CAD Augmentation=true2022.12 | 57.5 | |
| DSSLearning Phase=no learning, Backbone=ViT-S/162022.12 | 52.2 | |
| LOSTLearning Phase=no learning, Backbone=ViT-S/162022.12 | 50.7 | |
| LOSTLearning Phase=no learning, Backbone=ViT-S/82022.12 | 49.5 | |
| rOSDLearning Phase=no learning2022.12 | 48.5 | |
| LODLearning Phase=no learning2022.12 | 48.5 | |
| DINO-segLearning Phase=no learning, Backbone=ViT-S/162022.12 | 42 | |
| DDT+Learning Phase=no learning2022.12 | 38.2 | |
| FreeSoloLearning Phase=with learning2022.12 | 35.2 | |
| Kim et al.Learning Phase=no learning2022.12 | 35.1 | |
| Zhang et al.Learning Phase=no learning2022.12 | 34.8 | |
| EdgeBoxesLearning Phase=no learning2022.12 | 28.8 | |
| Selective SearchLearning Phase=no learning2022.12 | 16 |