Semantic Segmentation on Potsdam 3 (test)
83.3Pixel AccuracyEAGLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EAGLEBackbone=ViT-B/8, Evaluation Protocol=Unsupervised2024.03 | 83.3 | 71.1 | |
| HPBackbone=ViT-B/8, Evaluation Protocol=Unsupervised2024.03 | 82.4 | 68.6 | |
| STEGOBackbone=ViT-B/8, Evaluation Protocol=Unsupervised2024.03 | 77 | 62.6 | |
| IICEvaluation Protocol=Unsupervised segmentation, Head=Single sub-head2018.07 | 65.1 | — | |
| IICBackbone=VGG11, Evaluation Protocol=Unsupervised2024.03 | 65.1 | — | |
| Isola 2016Post-processing=Requires application of k-means2018.07 | 63.9 | — | |
| CCBackbone=VGG11, Evaluation Protocol=Unsupervised2024.03 | 63.9 | — | |
| DINOBackbone=ViT-B/8, Evaluation Protocol=Unsupervised2024.03 | 53 | — | |
| Doersch 2015Post-processing=Requires application of k-means2018.07 | 49.6 | — | |
| ContextPredictionBackbone=VGG11, Evaluation Protocol=Unsupervised2024.03 | 49.6 | — | |
| K-meansClustering Strategy=k-means2018.07 | 45.7 | — | |
| K-meansBackbone=VGG11, Evaluation Protocol=Unsupervised2024.03 | 45.7 | — | |
| DeepCluster 2018Clustering Strategy=k-means, Post-processing=Requires application of k-means2018.07 | 41.7 | — | |
| DeepClusterBackbone=VGG11, Evaluation Protocol=Unsupervised2024.03 | 41.7 | — | |
| Random CNN2018.07 | 38.2 | — | |
| SIFTPost-processing=Requires application of k-means2018.07 | 38.2 | — | |
| Random CNNBackbone=VGG11, Evaluation Protocol=Unsupervised2024.03 | 38.2 | — | |
| SIFTBackbone=VGG11, Evaluation Protocol=Unsupervised2024.03 | 38.2 | — |