Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RCF (with post-processing) | 79.6 | No | Bootstrapping Objectness from Videos by Relaxed ... | 2023-04-17 | Code |
| 2 | RCF (without post-processing) | 76.7 | No | Bootstrapping Objectness from Videos by Relaxed ... | 2023-04-17 | Code |
| 3 | OCLR | 67.6 | No | Segmenting Moving Objects via an Object-Centric ... | 2022-07-05 | Code |
| 4 | GWM | 66.7 | No | Guess What Moves: Unsupervised Video and Image S... | 2022-05-16 | - |
| 5 | MOD | 62.2 | No | Motion-inductive Self-supervised Object Discover... | 2022-10-01 | - |
| 6 | SIMO | 62 | No | - | - | - |
| 7 | TokenCut | 59.6 | No | TokenCut: Segmenting Objects in Images and Video... | 2022-09-01 | - |
| 8 | AMD | 57 | No | The Emergence of Objectness: Learning Zero-Shot ... | 2021-11-11 | Code |