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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 |
|---|---|---|---|---|
| Long-horizon navigation | 5 | 2 | May 19, 2026 | |
| SASV | 5 | 1 | Feb 21, 2026 | |
| Authenticity Classification | 5 | 1 | Feb 21, 2026 | |
| Sentence Splitting | 5 | 1 | Feb 18, 2026 | |
| Explainable AI Performance Evaluation | 5 | 1 | Apr 10, 2026 | |
| Unsupervised Image Hashing | 5 | 1 | Apr 7, 2026 | |
| HDR deghosting | 5 | 3 | Feb 18, 2026 | |
| Speech Function Calling | 5 | 1 | Feb 19, 2026 | |
| Spoken Dialogue | 5 | 5 | Mar 26, 2026 | |
| Univariate Time Series Anomaly Detection |
| 5 |
| 3 |
| Jun 9, 2026 |
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
|---|
| Motion Captioning | 5 | 3 | Mar 19, 2026 |
|---|
| Noise Prediction | 5 | 2 | Jun 23, 2026 |
|---|
| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 |
|---|
| Controlled Caption Generation | 5 | 2 | Feb 25, 2026 |
|---|
| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
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| Machine health monitoring | 5 | 1 | Apr 6, 2026 |
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| Protein Generation | 5 | 4 | May 28, 2026 |
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| Retinal Anomaly Detection | 5 | 1 | Feb 18, 2026 |
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| Talent Recommendation | 5 | 2 | May 26, 2026 |
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| Repository-level code completion | 5 | 3 | Apr 23, 2026 |
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| Plug Insertion | 5 | 3 | Jul 3, 2026 |
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| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
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| Online Task-incremental Learning | 5 | 2 | Feb 18, 2026 |
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| Infrared and Visible Video Fusion | 5 | 2 | Apr 3, 2026 |
|---|