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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 |
|---|---|---|---|---|
| MCQ selection similarity | 3 | 1 | Mar 31, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| 4D Panoptic Segmentation | 3 | 6 | Feb 20, 2026 | |
| Task-oriented Dialog | 3 | 1 | Feb 18, 2026 | |
| Face Segmentation | 3 | 4 | Feb 19, 2026 | |
| Image-to-point cloud registration | 3 | 3 | May 11, 2026 | |
| Fluorescence property prediction | 3 |
| 1 |
| Feb 21, 2026 |
| Stroke detection | 3 | 2 | Apr 7, 2026 |
|---|
| Inclination Classification | 3 | 1 | Mar 31, 2026 |
|---|
| BEV Detection | 3 | 3 | Mar 31, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
|---|
| End-to-End Dialog Modeling | 3 | 2 | Mar 11, 2026 |
|---|
| video boundary grounding | 3 | 1 | Feb 18, 2026 |
|---|
| Vendor Verification | 3 | 1 | Feb 18, 2026 |
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| Poisoning Attack Control | 3 | 1 | Feb 21, 2026 |
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| Spatio-temporal event modeling | 3 | 1 | Feb 18, 2026 |
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| box-close | 3 | 2 | May 22, 2026 |
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| Semantic Image Generation | 3 | 1 | Feb 18, 2026 |
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| bin-picking | 3 | 3 | Jun 12, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
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| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
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