Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 99 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Promptable 3D semantic segmentation | ShapeNet-Part | 5 | Mar 4, 2026 | ||
| Promptable 3D semantic segmentation | 3Dcompat Fine | 5 | Mar 4, 2026 | ||
| Promptable 3D semantic segmentation | 3Dcompat Coarse | 5 | Mar 4, 2026 | ||
| Semantic Segmentation | PartNet | 5 | Mar 4, 2026 | ||
| Semantic Segmentation | Indoor and Outdoor Combined | 5 | Mar 4, 2026 | ||
| Open-set semantic segmentation | RoadAnomaly | 5 | Feb 26, 2026 | ||
| Open-set semantic segmentation | SMIYC-Obstacle | 5 | Feb 26, 2026 | ||
| Open-set semantic segmentation | SMIYC Anomaly | 5 | Feb 26, 2026 | ||
| Open-set semantic segmentation | Lost & Found FS | 5 | Feb 26, 2026 | ||
| Open-set semantic segmentation | FS Static | 5 | Feb 26, 2026 | ||
| Open-vocabulary semantic segmentation | Model Efficiency Analysis | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | RealLQ RD Real-world Degradation (val) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K Synthetic in-distribution (val) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet 3cm voxel size (cross-sequence) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet 5cm voxel size (cross-sequence) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | Unseen Sensors Average | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes-C | 5 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Replica (out-of-distribution) | 5 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet++ 57 (val) | 5 | Feb 26, 2026 | ||
| 2D Semantic Segmentation | KITTI-360 (val) | 5 | Feb 26, 2026 | ||
| Open-vocabulary 3D semantic segmentation | ScanNet 10 classes v2 | 5 | Feb 26, 2026 | ||
| Open-vocabulary 3D semantic segmentation | ScanNet 15 classes v2 | 5 | Feb 26, 2026 | ||
| Open-vocabulary 3D semantic segmentation | ScanNet 19 classes v2 | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | MCD (test) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | ORAD-3D (test) | 5 | Feb 26, 2026 |