Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 50 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Pascal VOC 1/8 labeled 2012 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 1/4 labeled split 2012 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 1/2 labeled 2012 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Cloud-S3 Copernicus-Bench (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | poster | 12 | Feb 26, 2026 | ||
| Domain Adaptive Semantic Segmentation | Poster | 12 | Feb 26, 2026 | ||
| Future Semantic Segmentation | Kubric (test) | 12 | Feb 26, 2026 | ||
| Future Semantic Segmentation | CityScapes (test val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | MS-COCO | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Freiburg Thermal (test) | 12 | May 6, 2026 | ||
| Open-vocabulary semantic segmentation | LeRF-OVS | 12 | Mar 19, 2026 | ||
| Semantic Segmentation | WHU-OPT-SAR (test) | 12 | Feb 26, 2026 | ||
| Video Semantic Segmentation | Citys s-C | 12 | Feb 26, 2026 | ||
| Video Semantic Segmentation | Apollo | 12 | Feb 26, 2026 | ||
| Video Semantic Segmentation | Citys.-s (test) | 12 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet200 new (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet++ new (test) | 12 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet old (test) | 12 | Feb 26, 2026 | ||
| Open-vocabulary Semantic Segmentation | PASCAL-VOC PAS-20b | 12 | May 12, 2026 | ||
| Semantic Segmentation | Pascal VOC 2-2 setup 2012 | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | GTAV + SYNTHIA + UrbanSyn to {Cityscapes, BDD100K, Mapillary} synthetic-to-real (test) | 12 | Mar 31, 2026 | ||
| Future Semantic Segmentation (Mid-term) | Cityscapes (val) | 12 | Feb 26, 2026 | ||
| Future Semantic Segmentation (Short-term) | Cityscapes (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Real-to-real Generalization Cityscapes, BDD100K, Mapillary Vistas, ACDC (val) | 12 | Feb 26, 2026 |