Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 62 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 2-way Few-Shot Semantic Segmentation | PASCAL-5i (fold-1) | 10 | Feb 26, 2026 | ||
| 2-way Few-Shot Semantic Segmentation | PASCAL-5i (fold-0) | 10 | Feb 26, 2026 | ||
| Nuclei Semantic Segmentation | TCIA TNBC (test) | 10 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Waymo OD SF, PHX to MTV, KRK | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Mapillary 1.0 (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1.0 (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Synscapes to Cityscapes (val) | 10 | Feb 26, 2026 | ||
| Incremental Semantic Segmentation | Pascal VOC | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | GTAV → {Cityscapes, BDD100K, Mapillary, SYNTHIA, GTAV} (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | DADA-seg target domain | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff 171 classes (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 11-1 11 tasks (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Semantic3D official benchmark | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | ISIC 2017 (val) | 10 | Feb 26, 2026 | ||
| 2D Semantic Segmentation | ScanNet v2 (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA to Cityscapes 13 classes (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal-VOC Seen | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | SUN3D 33-class (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | DELIVER (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS (Stanford Indoor Dataset) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | EndoVis18 Seq_9 | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | EndoVis 18 (Seq 5) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | MVSeg shuffled (test) | 9 | Jul 7, 2026 | ||
| Semantic Segmentation | Pascal Object (val) | 9 | Jun 29, 2026 | ||
| 3D semantic mapping | ScanNet | 9 | Jun 23, 2026 |