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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 |
|---|---|---|---|---|
| Machine Translation (X→En) | 5 | 2 | Apr 27, 2026 | |
| Multivariate Causal Ordering | 5 | 1 | Apr 7, 2026 | |
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 | |
| Lift Roller | 5 | 1 | Apr 7, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Knowledge gap detection | 5 | 1 | Apr 6, 2026 | |
| Race Condition Detection | 5 | 1 | Apr 6, 2026 | |
| Long-horizon navigation | 5 | 2 | May 19, 2026 | |
| Plug Insertion | 5 | 3 | Jul 3, 2026 | |
| Place Cans |
| 5 |
| 1 |
| Apr 7, 2026 |
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
|---|
| User Preference Evaluation | 5 | 2 | Apr 14, 2026 |
|---|
| Model Training | 5 | 2 | Apr 15, 2026 |
|---|
| Ordinal Consistency | 5 | 1 | Feb 21, 2026 |
|---|
| Mathematical & Scientific Reasoning | 5 | 8 | Jun 16, 2026 |
|---|
| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
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| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 |
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| Robot Dynamics Modeling | 5 | 4 | Jun 11, 2026 |
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| Multimodal regression | 5 | 4 | Jun 30, 2026 |
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| Machine health monitoring | 5 | 1 | Apr 6, 2026 |
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| Certified Image Classification | 5 | 3 | Jun 2, 2026 |
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| Noise Prediction | 5 | 2 | Jun 23, 2026 |
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| Review Score Generation | 5 | 1 | Feb 19, 2026 |
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| Talent Recommendation | 5 | 2 | May 26, 2026 |
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| Agentic Tasks | 5 | 4 | Jun 11, 2026 |
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