Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 80 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Mixed Surveillance Domain λ1=1/2, λ2=0, λ3=1/2, λ4=0 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain (λ1=1/2, λ2=1/2, λ3=0, λ4=0) | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain (λ1=0, λ2=0, λ3=0, λ4=1) | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=0, λ2=0, λ3=1, λ4=0 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=0, λ2=1, λ3=0, λ4=0 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=1, λ2=0, λ3=0, λ4=0 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | CelebAMask-HQ | 7 | Apr 10, 2026 | ||
| Semantic Segmentation | M3M-CR | 7 | Mar 24, 2026 | ||
| Semantic Segmentation | DeepGlobeRoads | 7 | Mar 20, 2026 | ||
| Semantic Segmentation | Crack500 | 7 | Mar 20, 2026 | ||
| Semantic Segmentation | nuScenes 5% labels (val) | 7 | Mar 20, 2026 | ||
| Semantic Segmentation | nuScenes 1% labels (val) | 7 | Mar 20, 2026 | ||
| Semantic Segmentation | Rohingya Refugee Camps shelter | 7 | Mar 19, 2026 | ||
| Tooth Semantic Segmentation | 3DTeethSeg Challenge 2022 (official leaderboard) | 7 | Mar 18, 2026 | ||
| 3D Tooth Semantic Segmentation | TeethWild (full dataset) | 7 | Mar 18, 2026 | ||
| 3D Tooth Semantic Segmentation | Teeth3DS (patient-based splits) | 7 | Mar 18, 2026 | ||
| Continual Semantic Segmentation | PASCAL VOC 2-2 (10 tasks) 2012 | 7 | Mar 17, 2026 | ||
| Continual Semantic Segmentation | PASCAL VOC 2-1 19 tasks 2012 | 7 | Mar 17, 2026 | ||
| Continual Semantic Segmentation | PASCAL VOC 1-1 2012 | 7 | Mar 17, 2026 | ||
| Semantic Segmentation | ECSSD (test) | 7 | Mar 13, 2026 | ||
| Semantic Segmentation | GLH dataset (test) | 7 | Mar 10, 2026 | ||
| Semantic Segmentation | GVLM 1.0 (test) | 7 | Mar 10, 2026 | ||
| Semantic Segmentation | Cityscapes | 7 | Mar 10, 2026 | ||
| Semantic Segmentation | HCMSSD–Paris (val) | 7 | Mar 6, 2026 | ||
| 3D Open-set Semantic Segmentation | ScanNet 8 scenes | 7 | Mar 5, 2026 |