Open-vocabulary Semantic Segmentation on Mapillary Vistas (MV)
49.57mIoUOracle
Evaluation results
| Method | Links | |
|---|---|---|
| Oracleevaluation protocol=oracle2025.03 | 49.57 | |
| Uniform mergingfusion strategy=LoRA merging2025.03 | 31.51 | |
| SemLAfusion strategy=LoRA merging, tau=0.05, K=5, evaluation protocol=leave-one-out2025.03 | 31.12 | |
| Uniformfusion strategy=Late Fusion2025.03 | 30.34 | |
| SemLAfusion strategy=Late Fusion2025.03 | 29.68 | |
| CAT-Segevaluation protocol=zero-shot2025.03 | 25.69 |