Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 63 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Cityscapes, BDD100K, Mapillary, IDD, ACDC (val) | 9 | Jun 2, 2026 | ||
| Semantic Segmentation | Domains Campus | 9 | Jun 1, 2026 | ||
| Bird's-eye-view semantic segmentation | OPV2V Camera-Track | 9 | May 21, 2026 | ||
| Semantic Segmentation | ADE20k | 9 | May 21, 2026 | ||
| Semantic Segmentation | Semi-Supervised Natural-JASCL (Session 3) | 9 | May 21, 2026 | ||
| Semantic Segmentation | Natural-JASCL Semi-Supervised (Session 2) | 9 | May 21, 2026 | ||
| Semantic Segmentation | Natural-JASCL Semi-Supervised (Session 1) | 9 | May 21, 2026 | ||
| Semantic Segmentation | Natural-JASCL Semi-Supervised (Session 0) | 9 | May 21, 2026 | ||
| Continual Semantic Segmentation | Med Semi-Supervised-JASCL | 9 | May 21, 2026 | ||
| Semantic Segmentation (Scenario 3) | BDD-100k | 9 | May 19, 2026 | ||
| Semantic Segmentation (Scenario 2) | BDD-100k | 9 | May 19, 2026 | ||
| Semantic Segmentation (Scenario 1) | BDD-100k | 9 | May 19, 2026 | ||
| Semantic Segmentation (Scenario 3) | Cityscapes | 9 | May 19, 2026 | ||
| Semantic Segmentation (Scenario 2) | Cityscapes | 9 | May 19, 2026 | ||
| Semantic Segmentation (Scenario 1) | Cityscapes | 9 | May 19, 2026 | ||
| 3D Semantic Segmentation | ScanNet Zero-shot from S3DIS (test) | 9 | May 18, 2026 | ||
| 3D Semantic Segmentation | LERF | 9 | May 14, 2026 | ||
| Semantic Segmentation | ISBI 2012 (test) | 9 | May 8, 2026 | ||
| 3D Semantic Segmentation | ECLAIR (standard evaluation split) | 9 | Apr 21, 2026 | ||
| Point Cloud Semantic Segmentation | TrafficScene | 9 | Apr 14, 2026 | ||
| Semantic Segmentation (Point-supervised) | PASCAL VOC 2012 (val) | 9 | Apr 14, 2026 | ||
| Video Semantic Segmentation | VSPW 50% warm-up ratio W2F protocol | 9 | Apr 14, 2026 | ||
| Video Semantic Segmentation | VSPW W2F protocol 25% warm-up ratio | 9 | Apr 14, 2026 | ||
| Video Semantic Segmentation | VSPW W2F protocol (10% warm-up ratio) | 9 | Apr 14, 2026 | ||
| Open-Vocabulary Semantic Segmentation | Object | 9 | Apr 10, 2026 |