Metric: CorLoc (higher is better)
| # | Model↕ | CorLoc▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | IMST | 72.2 | No | - | - | - |
| 2 | MOVE + CAD | 71.9 | No | MOVE: Unsupervised Movable Object Segmentation a... | 2022-10-14 | Code |
| 3 | MOVE | 66.6 | No | MOVE: Unsupervised Movable Object Segmentation a... | 2022-10-14 | Code |
| 4 | TokenCut + CAD | 62.6 | No | Self-Supervised Transformers for Unsupervised Ob... | 2022-02-23 | Code |
| 5 | TokenCut | 58.8 | No | Self-Supervised Transformers for Unsupervised Ob... | 2022-02-23 | Code |
| 6 | LOST + CAD | 57.5 | No | Localizing Objects with Self-Supervised Transfor... | 2021-09-29 | Code |
| 7 | rOSD + CAD | 53 | No | Toward unsupervised, multi-object discovery in l... | 2020-07-06 | Code |
| 8 | LOST | 50.7 | No | Localizing Objects with Self-Supervised Transfor... | 2021-09-29 | Code |
| 9 | rOSD | 48.5 | No | Toward unsupervised, multi-object discovery in l... | 2020-07-06 | Code |
| 10 | DDT+ | 38.2 | No | Unsupervised Object Discovery and Co-Localizatio... | 2017-07-20 | - |