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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 |
|---|---|---|---|---|
| Long-context Classification | 1 | 1 | May 20, 2026 | |
| Agentic Long-context Reasoning | 1 | 1 | May 20, 2026 | |
| Logical Puzzle Solving | 1 | 1 | May 20, 2026 | |
| Long-form Writing Evaluation | 1 | 1 | Jun 4, 2026 | |
| Macro-average Reasoning | 1 | 1 | Feb 19, 2026 | |
| Memory Quality Evaluation | 1 | 1 | Jun 4, 2026 | |
| Multi-source Answer Generation | 1 | 1 | Mar 20, 2026 | |
| Routing Interpretability | 1 | 1 | Jun 4, 2026 | |
| Large Language Model Alignment |
| 1 |
| 1 |
| Mar 20, 2026 |
| Preservation of General Capabilities | 1 | 1 | May 20, 2026 |
|---|
| Multi-turn Strategic Gameplay | 1 | 1 | Mar 11, 2026 |
|---|
| General Knowledge Preservation | 1 | 1 | May 20, 2026 |
|---|
| Counseling Interaction Quality Evaluation | 1 | 1 | Jun 4, 2026 |
|---|
| Math Word Problem Solution Generation | 1 | 2 | Feb 18, 2026 |
|---|
| Persona-based Role-Playing Faithfulness Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Conversational Intelligence | 1 | 1 | Mar 11, 2026 |
|---|
| Multimodal Instruction Following Evaluation | 1 | 1 | May 20, 2026 |
|---|
| Duplex Dialogue Turn-Taking | 1 | 3 | Jun 9, 2026 |
|---|
| Long-term Conversation Question Answering | 1 | 1 | May 21, 2026 |
|---|
| Selective Refusal Editing | 1 | 1 | May 21, 2026 |
|---|
| Expert-Iteration RLVR | 1 | 1 | May 21, 2026 |
|---|
| Over-safety measurement | 1 | 1 | Mar 11, 2026 |
|---|
| Model Repair and Retention | 1 | 1 | May 21, 2026 |
|---|
| Long-term Memory | 1 | 2 | Jun 4, 2026 |
|---|
| Stateful Interaction | 1 | 1 | May 21, 2026 |
|---|