Semi Supervised Semantic Segmentation On Coco 4
Metrics
Validation mIoU
Results
Performance results of various models on this benchmark
Model Name | Validation mIoU | Paper Title | Repository |
|---|---|---|---|
| S4MC | 50.58 | Semi-Supervised Semantic Segmentation via Marginal Contextual Information | |
| PC2Seg | 46.1 | Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation | - |
| LogicDiag | 50.5 | Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation | - |
| UniMatch V2 | 63.3 | UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation | |
| SemiVL | 56.5 | SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance | |
| PseudoSeg | 43.6 | PseudoSeg: Designing Pseudo Labels for Semantic Segmentation | - |
| UniMatch | 49.8 | Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation |
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