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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 |
|---|---|---|---|---|
| Safety Content Detection | 12 | 2 | Jun 5, 2026 | |
| Total Effect Estimation | 12 | 1 | Mar 31, 2026 | |
| Multi-View Pose Estimation | 12 | 4 | May 28, 2026 | |
| Vehicle Trajectory Prediction | 12 | 13 | Apr 20, 2026 | |
| Explanation Evaluation | 12 | 5 | Mar 25, 2026 | |
| Non-smooth PDE solution regression | 12 | 1 | Mar 31, 2026 | |
| Bot Detection | 12 | 9 | Apr 14, 2026 | |
| Document Ranking | 12 | 15 | Jun 29, 2026 | |
| Pixel-level Segmentation | 12 | 6 | Jun 30, 2026 | |
| Machine learning engineering |
|---|
| 12 |
| 13 |
| Jul 1, 2026 |
| 3D Bin Packing | 12 | 6 | Jul 8, 2026 |
|---|
| 6DoF Pose Tracking | 12 | 1 | Feb 20, 2026 |
|---|
| Multi-Armed Bandit | 12 | 4 | Jun 1, 2026 |
|---|
| Arrhythmia Classification | 12 | 5 | Jun 19, 2026 |
|---|
| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
|---|
| Song aesthetics evaluation | 12 | 1 | Feb 21, 2026 |
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| Document-Level Machine Translation | 12 | 7 | Jun 4, 2026 |
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| Emotional Support Conversation | 12 | 11 | Apr 21, 2026 |
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| Few-shot regression | 12 | 5 | Feb 18, 2026 |
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| Readmission prediction | 12 | 16 | Jun 30, 2026 |
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| Top-N Recommendation | 12 | 8 | May 11, 2026 |
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| Robot Grasping | 12 | 7 | Jun 5, 2026 |
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| Diacritics restoration | 12 | 1 | Feb 18, 2026 |
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| Cross-Chain Bridge Transaction Analysis | 12 | 1 | Apr 21, 2026 |
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| Biparty Multiobjective UAV Path Planning | 12 | 1 | Mar 31, 2026 |
|---|