Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 115 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | NYU v2 (Unlearn set) | 3 | May 20, 2026 | ||
| Semantic Segmentation | Cityscapes (train) | 3 | May 19, 2026 | ||
| Semantic Segmentation | ADE20K RGB | 3 | May 14, 2026 | ||
| Semantic Segmentation | RescueNet (test) | 3 | May 12, 2026 | ||
| Semantic Segmentation | MaLissa | 3 | May 4, 2026 | ||
| Semantic Segmentation | HSI-Drive HS3-Bench (test) | 3 | Apr 30, 2026 | ||
| Semantic Segmentation | HyKo2 HS3-Bench (test) | 3 | Apr 30, 2026 | ||
| Semantic Segmentation | HCV2 HS3-Bench (test) | 3 | Apr 30, 2026 | ||
| Semantic Segmentation | LERF-Masked | 3 | Apr 30, 2026 | ||
| Semantic Segmentation | RainCityScapes Full supervision | 3 | Apr 28, 2026 | ||
| Semantic Segmentation | RainCityScapes 1/2 annotation ratio | 3 | Apr 28, 2026 | ||
| Semantic Segmentation | RainCityScapes (1/8 annotation ratio) | 3 | Apr 28, 2026 | ||
| Semantic Segmentation | ACDC Full supervision | 3 | Apr 28, 2026 | ||
| Semantic Segmentation | ACDC 1/2 annotation ratio | 3 | Apr 28, 2026 | ||
| Semantic Segmentation | ACDC 1/8 annotation ratio | 3 | Apr 28, 2026 | ||
| Semantic Segmentation | MARS-S2L (test) | 3 | Apr 24, 2026 | ||
| Semantic Segmentation | MDAS | 3 | Apr 14, 2026 | ||
| Fine-grained Semantic Segmentation | Gold Coast | 3 | Apr 14, 2026 | ||
| Coarse-level Semantic Segmentation | Gold Coast | 3 | Apr 14, 2026 | ||
| Fine-grained Semantic Segmentation | TUM2TWIN | 3 | Apr 14, 2026 | ||
| Coarse-level Semantic Segmentation | TUM2TWIN | 3 | Apr 14, 2026 | ||
| Semantic Segmentation | OpenEarth (test) | 3 | Apr 13, 2026 | ||
| Semantic Segmentation | VisA | 3 | Apr 13, 2026 | ||
| Semantic Segmentation | KiTS23 Tumor+Cyst (test) | 3 | Apr 9, 2026 | ||
| Open-vocabulary semantic segmentation | SemanticKITTI (SK) (val) | 3 | Apr 3, 2026 |