Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 57 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | CelebAMask-HQ 8 classes | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | SUIM (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | OCT (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO 2017 (test-dev) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC LowData 2012 (1/2 732 labeled images) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | ImageNet-S300 (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | DADA-seg | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA-to-Cityscapes 13-class (train-to-val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | ATLANTIS (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA to Mapillary 7 classes EP3 protocol (val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes fine-only (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | ZJU (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 27 classes (val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes to GTA5 | 10 | Jul 9, 2026 | ||
| Semantic Segmentation | Cityscapes to ACDC Rain | 10 | Jul 9, 2026 | ||
| Semantic Segmentation | Cityscapes to ACDC Night | 10 | Jul 9, 2026 | ||
| Semantic Segmentation | MoS2 (test) | 10 | Jul 9, 2026 | ||
| Semantic Segmentation | graphene (test) | 10 | Jul 9, 2026 | ||
| Semantic Segmentation | EndoVis18 | 10 | Jul 7, 2026 | ||
| Semantic Segmentation | ScanNet 10 classes 11 | 10 | Jul 2, 2026 | ||
| Semantic Segmentation | ScanNet 15 classes 11 | 10 | Jul 2, 2026 | ||
| 3D Semantic Segmentation | nuScenes-C full fine-tuning | 10 | Jun 19, 2026 | ||
| Semantic Segmentation | External Medical Datasets BTCV, ACDC, UW-SC, BUS | 10 | Jun 16, 2026 |