Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 56 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 3D Semantic Segmentation | Waymo nuScenes source target 10 classes (val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | Left Atrium (LA) 10% labeled data | 11 | Feb 26, 2026 | ||
| Panoramic semantic segmentation | SynPASS full 22 classes (test) | 11 | Feb 26, 2026 | ||
| Panoramic semantic segmentation | SynPASS full 22 classes (val) | 11 | Feb 26, 2026 | ||
| Unsupervised Open-vocabulary Semantic Segmentation | ADE20K (val) | 11 | Feb 26, 2026 | ||
| Unsupervised Open-vocabulary Semantic Segmentation | Pascal VOC 2012 (val) | 11 | Feb 26, 2026 | ||
| Unsupervised open-vocabulary semantic segmentation | COCO Object (val) | 11 | Feb 26, 2026 | ||
| Unsupervised open-vocabulary semantic segmentation | Pascal VOC (val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | MESS | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | SynPASS-to-DensePASS (S-to-D) target 1.0 (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal-EA 1.0 (val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | LLRGBD synthetic (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | FoodSeg103 (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes fine annotations 372 labels (1/8) | 11 | Feb 26, 2026 | ||
| Few-shot Semantic Segmentation | PASCAL-5^i (4-fold cross-validation) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | ScribbleKITTI (50%) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | ScribbleKITTI (20%) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | ScribbleKITTI (10%) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | ScribbleKITTI (1%) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticKITTI (50%) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticKITTI (20%) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | nuScenes (50%) | 11 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | nuScenes (20%) | 11 | Feb 26, 2026 | ||
| Outlier-aware Semantic Segmentation | StreetHazards | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 (dev) | 11 | Feb 26, 2026 |