| Paper | Code | AP | AP50 | AP75 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation | 10.2 | 20.1 | 9.2 | CutS3D (DiffNCuts) | 2024-11-25 | |
| Cut and Learn for Unsupervised Object Detection and Instance Segmentation | ✓ Link | 9.2 | 18.9 | 9.7 | CutLER (Cascade+DINO) | 2023-01-26 |
| Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation | 5.2 | 12.1 | 3.7 | Self-Training (MAE) | 2023-11-24 | |
| DETReg: Unsupervised Pretraining with Region Priors for Object Detection | ✓ Link | 3.3 | 8.8 | 1.9 | DETReg | 2021-06-08 |
| TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut | 2.4 | 4.8 | 1.9 | TokenCut | 2022-09-01 |