Research

Tasks for “semantic segmentation”

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

110 tasksPage 1 of 5

Task	Domain	Benchmarks	Papers	Last update
Semantic segmentation	computer vision	2,343	2,085	Jul 9, 2026
3D Semantic Segmentation	3d vision geometry	166	151	Jul 7, 2026
Open Vocabulary Semantic Segmentation	computer vision	116	47	Jul 7, 2026
LiDAR Semantic Segmentation	computer vision3d vision geometry	59	40	Jul 7, 2026
Few-shot Semantic Segmentation	computer vision	38	53	Jul 1, 2026
Video Semantic Segmentation	computer vision	34	25	Jun 9, 2026
Unsupervised Semantic Segmentation	computer vision	28	14	Apr 2, 2026
Open-Vocabulary 3D Semantic Segmentation	3d vision geometrycomputer vision	22	11	Jun 30, 2026
Continual Semantic Segmentation	computer vision	20	12	May 27, 2026
Point Cloud Semantic Segmentation	3d vision geometry	17	10	Jun 26, 2026
Weakly supervised semantic segmentation	computer vision	17	24	Jul 7, 2026
Class-Incremental Semantic Segmentation	computer vision	15	5	Apr 6, 2026
Generalized Few-Shot Semantic Segmentation	computer vision	13	6	Jun 9, 2026
BEV Semantic Segmentation	computer vision3d vision geometry	12	10	May 26, 2026
2D Semantic Segmentation	computer vision	11	8	Mar 10, 2026
Incremental Semantic Segmentation	computer vision	9	5	Jun 4, 2026
3D Point Cloud Semantic Segmentation	3d vision geometry	8	6	Jul 1, 2026
Indoor Semantic Segmentation	computer vision3d vision geometry	7	5	Apr 23, 2026
Audio-Visual Semantic Segmentation	multimodalspeech audio+1	7	8	May 12, 2026
Unsupervised open-vocabulary semantic segmentation	computer vision	7	1	Feb 18, 2026
Organ-level semantic segmentation	computer vision	7	1	Mar 31, 2026
2-way Few-Shot Semantic Segmentation	computer vision	6	2	Feb 18, 2026
Hyperspectral Semantic Segmentation	computer vision	6	2	May 19, 2026
Open-Set Semantic Segmentation	computer vision	6	2	Feb 24, 2026
Panoramic Semantic Segmentation	computer vision	6	4	Mar 27, 2026

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