Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | GOOSE (test) | 3 | Jun 23, 2026 | ||
| Semantic Segmentation | GOOSE (val) | 3 | Jun 23, 2026 | ||
| Semantic Segmentation | Yamaguchi Seaweed Dataset (test) | 3 | Jun 23, 2026 | ||
| Semantic Segmentation | ADE20K | 3 | Jun 18, 2026 | ||
| Semantic Segmentation | RANUS (Exterior) | 3 | Jun 16, 2026 | ||
| Semantic Segmentation | RANUS Interior | 3 | Jun 16, 2026 | ||
| Semantic Segmentation | BinRushed RIGA (test) | 3 | Jun 9, 2026 | ||
| Semantic Segmentation | RIM-ONE DL (test) | 3 | Jun 9, 2026 | ||
| Semantic segmentation transfer | FLAIRHub | 3 | Jun 4, 2026 | ||
| Semantic Segmentation | HeiPorSPECTRAL (test) | 3 | Jun 4, 2026 | ||
| Semantic Segmentation | Choledoch (test) | 3 | Jun 4, 2026 | ||
| Semantic Segmentation | FOR-instance NIBIO, Norway V2 | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | FOR-instance BlueCat, Czech Republic V2 | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | FOR-instance RMIT, Australia V2 | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | FOR-instance SCION, New Zealand V2 | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | FOR-instance TUWIEN, Austria V2 | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | FOR-instance YuChen, French Guiana V2 | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | FOR-instance CULS, Czech Republic V2 | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | Cityscapes (CS) | 3 | Jun 2, 2026 | ||
| Semantic Segmentation | UG2+ Workshop Track 2 (test) | 3 | May 28, 2026 | ||
| Semantic Segmentation | 8th UG2+ Workshop Track 2 (val) | 3 | May 28, 2026 | ||
| Semantic Segmentation | FBPS (val test) | 3 | May 26, 2026 | ||
| Semantic Segmentation | FloodNet-C | 3 | May 26, 2026 | ||
| Semantic Segmentation | SDD Corrupted (test) | 3 | May 26, 2026 | ||
| 3D semantic segmentation | RE10k (unseen) | 3 | May 25, 2026 |