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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 |
|---|---|---|---|---|
| Counterfactual Image Generation | 5 | 3 | May 25, 2026 | |
| Dialogue Coherence | 5 | 4 | Feb 19, 2026 | |
| Dialect Classification | 5 | 4 | Jun 18, 2026 | |
| SASV | 5 | 1 | Feb 21, 2026 | |
| Alzheimer's Detection | 5 | 2 | Apr 21, 2026 | |
| Beat Tracking | 5 | 4 | May 6, 2026 | |
| Downbeat Tracking | 5 | 3 | Feb 18, 2026 | |
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 | |
| Authenticity Classification | 5 | 1 | Feb 21, 2026 | |
| Musical Instrument Classification |
| 5 |
| 19 |
| Jun 5, 2026 |
| Unsupervised Image Hashing | 5 | 1 | Apr 7, 2026 |
|---|
| Leaf Segmentation | 5 | 3 | Feb 24, 2026 |
|---|
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
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| Protein Generation | 5 | 4 | May 28, 2026 |
|---|
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 |
|---|
| Race Condition Detection | 5 | 1 | Apr 6, 2026 |
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| Long-horizon navigation | 5 | 2 | May 19, 2026 |
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| Short-Term Planning | 5 | 2 | Feb 19, 2026 |
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| Knowledge gap detection | 5 | 1 | Apr 6, 2026 |
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| Plug Insertion | 5 | 3 | Jul 3, 2026 |
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| Multilingual Knowledge | 5 | 7 | Jun 16, 2026 |
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| Indoor Scene Generation | 5 | 3 | Jun 9, 2026 |
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| Rule Discovery | 5 | 2 | Jun 29, 2026 |
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| Ordinal Consistency | 5 | 1 | Feb 21, 2026 |
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| Model Training | 5 | 2 | Apr 15, 2026 |
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