Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 73 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | FMB 1.0 (test) | 8 | Feb 26, 2026 | ||
| Audio-Visual Semantic Segmentation | AVSBench Semantic (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | T3D (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | SCD (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes Adverse (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticSTF SynLiDAR 1.0 (test) | 8 | Feb 26, 2026 | ||
| Class Incremental Semantic Segmentation | ADE20K 50-50 3 steps | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K-C level 1 | 8 | Feb 26, 2026 | ||
| Video Semantic Segmentation | Cityscapes | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI-C v1.0 (test) | 8 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticPOSS (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Replica novel views 42 (test) | 8 | Feb 26, 2026 | ||
| Instrument Semantic Segmentation | GraSP (cross-validation) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff-15 (val) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ACDC 44 (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes Average across 18 Centers Local | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | CAMVID C4 Local | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | CAMVID C3 Local | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | CAMVID (C2 Local) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | CAMVID C1 Local | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Toronto-3D (val section 2) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI Semantics (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k 100-5 (11 steps) overlapped | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | DeLiVER standard (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | FoodSeg195 (Split 3) | 8 | Feb 26, 2026 |