Unsupervised Image Segmentation on COCO-Stuff (test)
89.7AccuracySupervised Baseline
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Supervised Baseline2021.07 | 89.7 | — | |
| HSGevaluation_method=nearest neighbor search2022.04 | 57.6 | 23.8 | |
| SegSort2022.04 | 49.9 | 16.4 | |
| InMARS+multi-scale=different number of superpixels2021.07 | 31 | — | |
| AC2020.07 | 30.8 | — | |
| AC 20202021.07 | 30.8 | — | |
| AC2022.04 | 30.8 | — | |
| InMARS2021.07 | 30.3 | — | |
| InMARSbdescription=backbone with Ngt output classes2021.07 | 29.2 | — | |
| IIC 20192020.07 | 27.7 | — | |
| IIC 20192021.07 | 27.7 | — | |
| IIC2022.04 | 27.7 | — | |
| Isola 20162020.07 | 24.3 | — | |
| Isola 20162021.07 | 24.3 | — | |
| Isola 20162022.04 | 24.3 | — | |
| Doersch 20152020.07 | 23.1 | — | |
| Doersch 20152021.07 | 23.1 | — | |
| Doersch 20152022.04 | 23.1 | — | |
| SIFT2020.07 | 20.2 | — | |
| SIFT2021.07 | 20.2 | — | |
| DeepCluster 20182020.07 | 19.9 | — | |
| Deep Cluster 20182021.07 | 19.9 | — | |
| DeepCluster 20182022.04 | 19.9 | — | |
| Random CNN2020.07 | 19.4 | — | |
| K-means2020.07 | 14.1 | — | |
| K-means2021.07 | 14.1 | — |