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Tasks for “semantic segmentation”

Explore the problems researchers are working on and the benchmarks used to measure progress.

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TaskDomainBenchmarksPapersLast update
Fine-grained Semantic Segmentationcomputer vision54Jun 16, 2026
Multimodal Semantic Segmentationmultimodalcomputer vision52Apr 6, 2026
Future Semantic Segmentationcomputer vision43Feb 20, 2026
Promptable 3D semantic segmentation3d vision geometrycomputer vision41Mar 4, 2026
Bird's-eye view semantic segmentationcomputer vision43Jun 23, 2026
Interactive Semantic Segmentationcomputer vision42Apr 9, 2026
Top-view semantic segmentationcomputer vision41Feb 18, 2026
Cross-Domain Few-Shot Semantic Segmentationcomputer vision41May 15, 2026
4D semantic segmentationcomputer vision3d vision geometry46Jun 24, 2026
Part Semantic Segmentationcomputer vision31Feb 18, 2026
Few-shot 3D Semantic Segmentation3d vision geometrycomputer vision32Jul 1, 2026
Nuclei Semantic Segmentationbio medicalcomputer vision31Feb 18, 2026
3D Open-vocabulary Semantic Segmentation3d vision geometrycomputer vision33May 29, 2026
2D-rendered semantic segmentationcomputer vision31Mar 5, 2026
Zero-shot Semantic Segmentationcomputer vision32Feb 18, 2026
Semantic Segmentation Propagationcomputer vision32Feb 18, 2026
1-way Few-shot Semantic Segmentationcomputer vision32Feb 18, 2026
Few-shot 3D Point Cloud Semantic Segmentation3d vision geometrycomputer vision34May 18, 2026
Open-set Point Cloud Semantic Segmentation3d vision geometrycomputer vision21May 13, 2026
3D Open-set Semantic Segmentation3d vision geometrycomputer vision21Mar 5, 2026
Annotation-free closed-set semantic segmentationcomputer vision21Apr 3, 2026
Scene Sketch Semantic Segmentationcomputer vision21Jun 11, 2026
Hierarchical Semantic Segmentationcomputer vision21Feb 18, 2026
Cell Semantic Segmentationcomputer visionbio medical21Jun 23, 2026
Language-grounded 3D semantic segmentation3d vision geometrynlp21Feb 19, 2026