Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 41 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | WHU-OPT-SAR | 15 | Mar 24, 2026 | ||
| Open-Vocabulary Semantic Segmentation | A-847, PC-459, A-150, PC-59, PAS-20 Average Combined (val) | 15 | Mar 23, 2026 | ||
| Semantic Segmentation | ADE20K (train) | 15 | Mar 17, 2026 | ||
| Semantic Segmentation | SAR One-Domain-Gap (All) | 15 | Mar 13, 2026 | ||
| Semantic Segmentation | SAR One-Domain-Gap (Unseen Complex Value) | 15 | Mar 13, 2026 | ||
| Semantic Segmentation | SAR One-Domain-Gap (Unseen Polarization) | 15 | Mar 13, 2026 | ||
| Semantic Segmentation | SAR One-Domain-Gap (Unseen Region) | 15 | Mar 13, 2026 | ||
| 3D Semantic Segmentation | ScanNet | 15 | Mar 10, 2026 | ||
| Semantic Segmentation | BAWSeg 1.0 (within plot protocol on E2 and E8 from 2020 to 2023) | 15 | Mar 4, 2026 | ||
| Semantic Segmentation | REFUGE (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | V20 | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | C-Obj | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Archaeoscape | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | EarthMiss (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | StomataSeg 1.0 (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet++ | 15 | Jun 15, 2026 | ||
| Semantic Segmentation | ACDC v1 (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | FoggyCityscapes v1 (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL Context PC60 (val) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 (6) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 70 (val) | 15 | Jul 2, 2026 | ||
| 3D Semantic Segmentation | ScanNet200 (test) | 15 | Feb 26, 2026 | ||
| Open-Vocabulary Semantic Segmentation | ADE-150 | 15 | Apr 15, 2026 | ||
| Semantic Segmentation | GTA to UAVID | 15 | Feb 26, 2026 |