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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 |
|---|---|---|---|---|
| Chat & Instruction Following | 4 | 2 | Jul 7, 2026 | |
| Steerability Correlation Analysis | 4 | 1 | Apr 20, 2026 | |
| Transitive reasoning | 4 | 1 | Apr 15, 2026 | |
| Tool-use behavioral profiling | 4 | 1 | Apr 15, 2026 | |
| Dialogue Agent Interaction | 4 | 2 | Mar 4, 2026 | |
| Function Vector Evaluation | 4 | 1 | Feb 27, 2026 | |
| Latent Preference Modeling | 4 | 1 | Apr 21, 2026 | |
| Response-level Hallucination Detection | 4 | 2 | Jul 7, 2026 | |
| Utility assessment |
| 4 |
| 4 |
| Apr 20, 2026 |
| Long-Horizon Stability | 4 | 2 | May 14, 2026 |
|---|
| Variable Tracking | 4 | 2 | Mar 12, 2026 |
|---|
| Pairwise Evaluation | 4 | 2 | Jun 1, 2026 |
|---|
| Therapeutic Game Evaluation | 4 | 1 | Apr 14, 2026 |
|---|
| Explanation self-consistency | 4 | 1 | Apr 14, 2026 |
|---|
| Long-context Processing | 4 | 1 | Feb 27, 2026 |
|---|
| LLM Personalization | 4 | 2 | Jun 4, 2026 |
|---|
| General Intelligence Evaluation | 4 | 5 | May 20, 2026 |
|---|
| Output Diversity | 4 | 4 | Jun 1, 2026 |
|---|
| Disruption | 4 | 1 | Apr 10, 2026 |
|---|
| CoT Soundness Evaluation | 4 | 1 | Apr 10, 2026 |
|---|
| Long-Context Stability & Retrieval | 4 | 1 | Feb 25, 2026 |
|---|
| Multi-party Dialogue Generation | 4 | 1 | Apr 10, 2026 |
|---|
| Information Analysis and Processing | 4 | 1 | Apr 8, 2026 |
|---|
| Process Reward Modeling | 4 | 6 | Jul 1, 2026 |
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| Feedback Evaluation Alignment | 4 | 1 | Feb 18, 2026 |
|---|