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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 |
|---|---|---|---|---|
| Walker Run | 5 | 6 | Jun 30, 2026 | |
| SASV | 5 | 1 | Feb 21, 2026 | |
| Supervised Graph Prediction | 5 | 1 | Feb 27, 2026 | |
| Machine Unlearning Evaluation | 5 | 2 | Mar 31, 2026 | |
| Unsupervised Image Hashing | 5 | 1 | Apr 7, 2026 | |
| Toxic-neutral pair quality evaluation | 5 | 1 | Feb 18, 2026 | |
| Dialect Classification | 5 | 4 | Jun 18, 2026 | |
| Authenticity Classification | 5 | 1 | Feb 21, 2026 | |
| Natural Language Understanding and Reasoning | 5 | 5 | May 19, 2026 | |
| Keypoint Prediction |
| 5 |
| 3 |
| Apr 13, 2026 |
| Theme Detection | 5 | 2 | Mar 31, 2026 |
|---|
| True/False Question Answering | 5 | 5 | Jun 18, 2026 |
|---|
| Single-pulse Signal Classification | 5 | 1 | Apr 7, 2026 |
|---|
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 |
|---|
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
|---|
| One-class novelty detection | 5 | 4 | Feb 18, 2026 |
|---|
| Race Condition Detection | 5 | 1 | Apr 6, 2026 |
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| Text Localization | 5 | 5 | Jun 24, 2026 |
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| Long-horizon navigation | 5 | 2 | May 19, 2026 |
|---|
| Cardiac MRI Reconstruction | 5 | 6 | Jul 7, 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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| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 |
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| User Preference Evaluation | 5 | 2 | Apr 14, 2026 |
|---|
| Ordinal Consistency | 5 | 1 | Feb 21, 2026 |
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