Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 48 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | SYNTHIA to {Cityscapes, BDD, Mapillary, GTA} (test) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL-5^2 5i (cross-dataset) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC with background class | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | MFNet | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | GLaS (test) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/4 partition (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | French Land Parcel Identification System (PASTIS) (one fold of ~490 sequences) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | TransNAS-Bench-101 Micro level search space | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL | 13 | Apr 15, 2026 | ||
| Semantic Segmentation | SYNTHIA to Cityscapes 16 classes (test) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | CityScapes adapted from SYNTHIA (test val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | CITYSCAPES ~1/30 labeled samples 100 labels (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | CARRADA RA view (test) | 12 | Jul 1, 2026 | ||
| Semantic Segmentation | CARRADA RD view (test) | 12 | Jul 1, 2026 | ||
| 3D Point Cloud Semantic Segmentation | SemanticPOSS | 12 | Jul 1, 2026 | ||
| Semantic Segmentation | RS Datasets Average | 12 | Jun 30, 2026 | ||
| Semantic Segmentation | Potsdam | 12 | Jun 30, 2026 | ||
| Semantic Segmentation | KITTI-STEP (test) | 12 | Jun 26, 2026 | ||
| Semantic Segmentation | KITTI-STEP (val) | 12 | Jun 26, 2026 | ||
| Semantic Segmentation | ISPRS (Potsdam, Vaihingen) and LoveDA (Rural, Urban) Unsupervised Domain Adaptation (UDA) | 12 | Jun 18, 2026 | ||
| Semantic Segmentation | Campus Navigation Offline (test) | 12 | Jun 2, 2026 | ||
| Semantic Segmentation | SynthiaSF | 12 | May 21, 2026 |