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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
Semantic Segmentation (Burn Scars)computer vision11Apr 23, 2026
Generalized Zero-Shot Semantic Segmentationcomputer visionnlp11Feb 18, 2026
Semantic Segmentation (Cropland)computer vision11Apr 23, 2026
Semantic Segmentation (Point-supervised)computer vision11Apr 14, 2026
Semantic Segmentation (Scribble-supervised)computer vision11Apr 14, 2026
Image Semantic Segmentationcomputer vision11Apr 14, 2026
Semantic Segmentation Boundary Alignmentcomputer vision12Feb 18, 2026
Semantic Segmentation Efficiencycomputer vision11Feb 18, 2026
Semantic segmentation transfercomputer vision11Jun 4, 2026
Instrument Semantic Segmentationcomputer vision11Feb 18, 2026
Semi-supervised Semantic Segmentationcomputer vision12Feb 18, 2026
Sound Prompted Semantic Segmentationcomputer visionspeech audio11Feb 18, 2026
Speech Prompted Semantic Segmentationspeech audiocomputer vision11Feb 18, 2026
Targeted Semantic Segmentation Attackcomputer visionadversarial safety security11Mar 27, 2026
Standing dead tree semantic segmentationcomputer vision11May 6, 2026
Temporal Semantic Segmentationcomputer vision11Feb 20, 2026
Text-level Semantic Segmentationcomputer visionnlp11Feb 18, 2026
Unsupervised Domain Adaptation (Semantic Segmentation)computer vision11Feb 18, 2026
2D BEV Semantic Segmentationcomputer vision11Jul 3, 2026
Tooth Semantic Segmentationcomputer vision3d vision geometry11Mar 18, 2026
Medical Semantic Segmentationcomputer visionbio medical13Mar 19, 2026
3D Few-shot Semantic Segmentation3d vision geometrycomputer vision11Jul 1, 2026
Multi-task Learning (Semantic Segmentation, Surface Normals, Depth Estimation)computer vision3d vision geometry12Feb 21, 2026
Domain Adaptive Semantic Segmentationcomputer vision11Feb 20, 2026
Multi-temporal Semantic Segmentation (Crop Type)computer vision11Apr 23, 2026