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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 |
|---|---|---|---|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 | |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 | |
| Dynamic Scene Recognition | 4 | 3 | Feb 18, 2026 | |
| Text Readability Assessment | 4 | 1 | Feb 18, 2026 | |
| Camera-to-Robot Pose Estimation | 4 | 2 | Feb 18, 2026 | |
| Readability Classification | 4 | 2 | Feb 18, 2026 | |
| Vertebra Identification | 4 | 2 | Feb 18, 2026 | |
| Opinion Forecasting | 4 | 1 | Feb 18, 2026 | |
| Hyper-relational Inductive Link Prediction | 4 | 1 | Feb 18, 2026 | |
| Scientific Paper Writing |
|---|
| 4 |
| 1 |
| Mar 31, 2026 |
| Narrative Generation | 4 | 4 | May 12, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
|---|
| 1:2 Matching | 4 | 1 | Feb 18, 2026 |
|---|
| Harmful Request Defense | 4 | 4 | Jul 3, 2026 |
|---|
| Language-to-Code Generation | 4 | 1 | Feb 18, 2026 |
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| Object Goal | 4 | 2 | Mar 31, 2026 |
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| Object Interaction | 4 | 2 | Jun 29, 2026 |
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| Multimodal Humor Explanation | 4 | 1 | Feb 18, 2026 |
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| Web Navigation Question Answering | 4 | 9 | Jun 11, 2026 |
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| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| Constrained LLM Decoding | 4 | 1 | Feb 18, 2026 |
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| LTL-guided Reinforcement Learning | 4 | 1 | Feb 27, 2026 |
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| Motion In-between | 4 | 3 | Jun 9, 2026 |
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| Multi-task Dense Prediction | 4 | 4 | Jun 4, 2026 |
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