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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 |
|---|---|---|---|---|
| Co-speech gesture synthesis | 2 | 2 | Mar 10, 2026 | |
| CN vs AD Classification | 2 | 2 | Jun 19, 2026 | |
| Land Cover Segmentation | 2 | 2 | Feb 25, 2026 | |
| Streamline Classification | 2 | 1 | Feb 22, 2026 | |
| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 | |
| Oil Spill Detection | 2 | 2 | Feb 20, 2026 | |
| Road Damage Classification | 2 | 2 | Feb 20, 2026 | |
| Crack Restoration | 2 | 1 | Feb 22, 2026 | |
| Single-sentence video grounding |
| 2 |
| 1 |
| Feb 27, 2026 |
| Footpath Encroachment Classification | 2 | 2 | Feb 20, 2026 |
|---|
| Drone-based Geo-localization | 2 | 4 | Apr 20, 2026 |
|---|
| Color Discrimination | 2 | 1 | Feb 20, 2026 |
|---|
| X-ray understanding | 2 | 1 | Feb 20, 2026 |
|---|
| Referring Expression Retrieval | 2 | 1 | Feb 21, 2026 |
|---|
| Monocular 3D human reconstruction | 2 | 2 | Feb 18, 2026 |
|---|
| Wetland Mapping | 2 | 1 | Feb 20, 2026 |
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| 3D Articulated Part Segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 |
|---|
| Handwriting Retrieval | 2 | 1 | Feb 27, 2026 |
|---|
| Quality Control | 2 | 1 | Feb 21, 2026 |
|---|
| Label Guidance | 2 | 2 | May 19, 2026 |
|---|
| Video Pointing | 2 | 2 | Mar 31, 2026 |
|---|
| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
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| Socio-semantic Segmentation | 2 | 1 | Feb 20, 2026 |
|---|
| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 |
|---|