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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Semantic Segmentation (Burn Scars) | 1 | 1 | Apr 23, 2026 | |
| Generalized Zero-Shot Semantic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Semantic Segmentation (Cropland) | 1 | 1 | Apr 23, 2026 | |
| Semantic Segmentation (Point-supervised) | 1 | 1 | Apr 14, 2026 | |
| Semantic Segmentation (Scribble-supervised) | 1 | 1 | Apr 14, 2026 | |
| Image Semantic Segmentation | 1 | 1 | Apr 14, 2026 | |
| Semantic Segmentation Boundary Alignment | 1 | 2 | Feb 18, 2026 | |
| Semantic Segmentation Efficiency | 1 | 1 | Feb 18, 2026 | |
| Semantic segmentation transfer |
| 1 |
| 1 |
| Jun 4, 2026 |
| Instrument Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Semi-supervised Semantic Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Sound Prompted Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Speech Prompted Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Targeted Semantic Segmentation Attack | 1 | 1 | Mar 27, 2026 |
|---|
| Standing dead tree semantic segmentation | 1 | 1 | May 6, 2026 |
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| Temporal Semantic Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Text-level Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Domain Adaptation (Semantic Segmentation) | 1 | 1 | Feb 18, 2026 |
|---|
| 2D BEV Semantic Segmentation | 1 | 1 | Jul 3, 2026 |
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| Tooth Semantic Segmentation | 1 | 1 | Mar 18, 2026 |
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| Medical Semantic Segmentation | 1 | 3 | Mar 19, 2026 |
|---|
| 3D Few-shot Semantic Segmentation | 1 | 1 | Jul 1, 2026 |
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| Multi-task Learning (Semantic Segmentation, Surface Normals, Depth Estimation) | 1 | 2 | Feb 21, 2026 |
|---|
| Domain Adaptive Semantic Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-temporal Semantic Segmentation (Crop Type) | 1 | 1 | Apr 23, 2026 |
|---|