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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 |
|---|---|---|---|---|
| Model Alignment | 6 | 3 | Jul 1, 2026 | |
| Long-horizon agentic task | 6 | 2 | May 26, 2026 | |
| Long-context Summarization | 6 | 4 | May 20, 2026 | |
| Critique Quality Evaluation | 6 | 1 | Feb 18, 2026 | |
| General Tasks | 6 | 6 | May 20, 2026 | |
| Zero-shot Common Sense Reasoning | 6 | 14 | Jul 9, 2026 | |
| Multi-Task Reasoning | 6 | 7 | May 12, 2026 | |
| Zero-shot Prediction | 6 | 3 | May 26, 2026 | |
| Presentation Generation |
| 6 |
| 4 |
| Jun 17, 2026 |
| Deep Research Evaluation | 6 | 2 | May 27, 2026 |
|---|
| First Incorrect Step Identification | 6 | 1 | Feb 27, 2026 |
|---|
| General Language Capability | 6 | 6 | Jul 2, 2026 |
|---|
| Episodic Memory Retrieval | 6 | 1 | Feb 22, 2026 |
|---|
| Speech Instruction-Following | 6 | 3 | Jun 26, 2026 |
|---|
| Generative Performance | 6 | 2 | May 13, 2026 |
|---|
| Multistep Reasoning | 6 | 10 | Jun 4, 2026 |
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| Multi-task Language Evaluation | 6 | 7 | Jul 3, 2026 |
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| Quality Evaluation | 6 | 2 | Apr 14, 2026 |
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| Episodic Memory Recall | 6 | 1 | Feb 22, 2026 |
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| Countdown | 6 | 3 | Jun 17, 2026 |
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| Empathetic Dialogue Generation | 6 | 5 | Apr 10, 2026 |
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| Math Word Problems | 6 | 6 | Jun 19, 2026 |
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| Failure Detection and Reasoning | 6 | 1 | Feb 22, 2026 |
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| Long-context answering with citations | 6 | 1 | Feb 18, 2026 |
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| Agent Interaction | 6 | 2 | May 21, 2026 |
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