Semantic Segmentation on Cityscapes (val) (mIoU, mPrecision, mRecall, Relative cost)
74.2mIoUProxySelect
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ProxySelectCandidate pool=Mask2Former high-confidence prior and filtered FastSAM atomic partitions, Selector output=selected region indices, Fine-tuning data=14,115 Cityscapes samples2026.06 | 74.2 | — | — | 1.8 | |
| SpecialistCandidate pool=Mask2Former high-confidence prior and filtered FastSAM atomic partitions2026.06 | 59.9 | — | — | 1 | |
| Direct VLMDescription=Direct VLM regression2026.06 | 54.4 | — | — | 7.1 |