Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 79 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Lungs (test) | 7 | May 19, 2026 | ||
| Semantic Segmentation | HaN-Seg (test) | 7 | May 19, 2026 | ||
| Semantic Segmentation | AirwayTree (test) | 7 | May 19, 2026 | ||
| Semantic Segmentation | Aorta (test) | 7 | May 19, 2026 | ||
| Semantic Segmentation | Abdomen1K (test) | 7 | May 19, 2026 | ||
| Point Cloud Semantic Segmentation | SemanticKITTI | 7 | May 13, 2026 | ||
| Audio-Visual Semantic Segmentation | AVSS | 7 | May 12, 2026 | ||
| Semantic Segmentation | Indian Driving Dataset (IDD) | 7 | May 6, 2026 | ||
| Semantic Segmentation | Cityscapes and ACDC Adverse Weather sequence (test) | 7 | May 6, 2026 | ||
| Indoor semantic segmentation | ScanNet++ (test) | 7 | Apr 23, 2026 | ||
| Semantic Segmentation | VKITT 2 (test) | 7 | Apr 21, 2026 | ||
| Semantic Segmentation | ADE20k | 7 | Apr 15, 2026 | ||
| 3D Semantic Segmentation | nuScenes, SemanticKITTI, Panda64, PandaGT | 7 | Apr 15, 2026 | ||
| 3D Semantic Segmentation | Semantic3D | 7 | Apr 14, 2026 | ||
| Hyperspectral Semantic Segmentation | HSI-Drive C: 25 Original (test) | 7 | Mar 30, 2026 | ||
| Semantic Segmentation | GTA-LiDAR -> KITTI-FRONTAL | 7 | Mar 30, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=1/4, λ2=1/4, λ3=1/4, λ4=1/4 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain (λ1=0, λ2=1/3, λ3=1/3, λ4=1/3) | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain (λ1=1/3, λ2=0, λ3=1/3, λ4=1/3) | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=1/3, λ2=1/3, λ3=0, λ4=1/3 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=1/3, λ2=1/3, λ3=1/3, λ4=0 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain (λ1=0, λ2=0, λ3=1/2, λ4=1/2) | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=0, λ2=1/2, λ3=0, λ4=1/2 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=0, λ2=1/2, λ3=1/2, λ4=0 | 7 | Mar 25, 2026 | ||
| Semantic Segmentation | Mixed Surveillance Domain λ1=1/2, λ2=0, λ3=0, λ4=1/2 | 7 | Mar 25, 2026 |