Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 124 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Unsupervised Semantic Segmentation | COCO-80 | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff (All partition) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff Things partition | 2 | Feb 26, 2026 | ||
| Interactive Semantic Segmentation | Mapillary Vista | 2 | Feb 26, 2026 | ||
| Interactive Semantic Segmentation | Cityscapes | 2 | Feb 26, 2026 | ||
| Interactive Semantic Segmentation | SBD | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | MVSEC APS outdoor_day2 (test) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | MVSEC Events outdoor_day2 (test) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1 2 labels (val) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 5i (Folds 0-3) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | DensePose 2014 (minival) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | DroneDeploy (val) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD Day (test) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 2011 (val) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | Cucumber field (test) | 1 | Jul 9, 2026 | ||
| Semantic Segmentation | Vineyard RGB (test) | 1 | Jul 9, 2026 | ||
| Semantic Segmentation | PlantVillage (test) | 1 | Jul 9, 2026 | ||
| Semantic Segmentation | ATLDS (test) | 1 | Jul 9, 2026 | ||
| Semantic Segmentation | Synthetic | 1 | Jun 4, 2026 | ||
| Semantic Segmentation | PASTIS Labeled crop pixels only (April-September) | 1 | Jun 2, 2026 | ||
| Semantic Segmentation | DACIA5 Labeled crop pixels only (April-September) | 1 | Jun 2, 2026 | ||
| Semantic Segmentation | DACIA5 All valid pixels (April-September) | 1 | Jun 2, 2026 | ||
| Semantic Segmentation | EuroCrops BE_WAL 2021 (unseen Belgian) | 1 | Jun 2, 2026 | ||
| Semantic Segmentation | EuroCrops BE_VLG 2021 (unseen Belgian subsets) | 1 | Jun 2, 2026 | ||
| Semantic Segmentation | ISIC Skin Lesion 2017 | 1 | May 11, 2026 |