Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 94 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 3D Semantic Segmentation | SemanticSTF Entire (all four weather conditions) 1.0 | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | nuScenes (32 ch.) -> SemanticKITTI (64 ch.) v1.0 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI (64 ch.) -> nuScenes (32 ch.) v1.0-trainval (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K without background class | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 847 classes | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet v1 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Replica v1 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | EnviroAtlas Phoenix, AZ | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | EnviroAtlas Austin, TX | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | EnviroAtlas (Durham, NC) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | MARIDA | 6 | Feb 26, 2026 | ||
| Unsupervised Domain Adaptation (Semantic Segmentation) | SYNTHIA to Cityscapes (val) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI Multiple Scans | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SynLiDAR -> SemanticPOSS (val) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Lucchi (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | CARLA | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | FD | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | FDD | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes Rainy (val) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | IDD 7 classes setting (val) | 6 | Feb 26, 2026 | ||
| Semantic segmentation | ADE20K 150 categories (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO Persons | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Polyp Hyper-Kvasir + Clinical NBI (80-20 train-test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | BE (Barrett's esophagus) WLI source, NBI target (80-20 train-test split) | 6 | Feb 26, 2026 |