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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 |
|---|---|---|---|---|
| Dialogue Commonsense Reasoning | 2 | 1 | Feb 18, 2026 | |
| Interactive query answering | 2 | 1 | Mar 27, 2026 | |
| Long-Horizon Search Intelligence | 2 | 1 | Mar 27, 2026 | |
| Article Writing | 2 | 1 | Feb 18, 2026 | |
| General Alignment | 2 | 2 | May 14, 2026 | |
| Strike | 2 | 2 | Apr 1, 2026 | |
| Language-based Games | 2 | 1 | Feb 18, 2026 | |
| Long-context reasoning and retrieval | 2 | 4 | Mar 5, 2026 | |
| Secure LLM Agent Task Completion |
| 2 |
| 2 |
| Jun 9, 2026 |
| Common Sense Reasoning and Question Answering | 2 | 2 | Mar 27, 2026 |
|---|
| Usability Evaluation | 2 | 2 | Apr 23, 2026 |
|---|
| LLM Hallucination Detection | 2 | 2 | Apr 8, 2026 |
|---|
| Belief Prediction | 2 | 2 | May 22, 2026 |
|---|
| General Knowledge and Instruction Following | 2 | 1 | Mar 27, 2026 |
|---|
| Human-AI Agreement Assessment | 2 | 1 | Mar 26, 2026 |
|---|
| Reasoning and Synthesis | 2 | 1 | Feb 24, 2026 |
|---|
| Islamic inheritance reasoning | 2 | 2 | Apr 21, 2026 |
|---|
| Long-term preference alignment | 2 | 1 | Mar 27, 2026 |
|---|
| grade-school math | 2 | 3 | Jun 30, 2026 |
|---|
| Evidence-grounded diagnostic reasoning | 2 | 1 | Mar 25, 2026 |
|---|
| Defective Dialog Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Standard Operating Procedure execution | 2 | 1 | Mar 25, 2026 |
|---|
| Instructed Code Generation | 2 | 1 | Mar 25, 2026 |
|---|
| LLM-rated generation quality | 2 | 1 | Feb 24, 2026 |
|---|
| General AI Assistant Task Execution | 2 | 1 | Mar 25, 2026 |
|---|