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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 |
|---|---|---|---|---|
| Social Deduction Game Gameplay | 3 | 2 | May 29, 2026 | |
| Knowledge Injection | 3 | 2 | May 19, 2026 | |
| Open generation | 3 | 3 | May 11, 2026 | |
| LoRA Adapter Transfer | 3 | 1 | Apr 15, 2026 | |
| Memory Evaluation | 3 | 2 | Jun 2, 2026 | |
| Single-Turn Mathematical Reasoning | 3 | 1 | Feb 20, 2026 | |
| Runtime Agent Memory | 3 | 1 | Feb 18, 2026 | |
| Multi-turn Jailbreak | 3 | 2 | Jun 2, 2026 | |
| Role-playing performance |
| 3 |
| 2 |
| May 15, 2026 |
| Multimodal Medical Reasoning | 3 | 4 | Jul 1, 2026 |
|---|
| Multimodal In-Context Learning | 3 | 3 | Apr 16, 2026 |
|---|
| Long-form factuality evaluation | 3 | 1 | Apr 15, 2026 |
|---|
| Self-confidence estimation | 3 | 1 | Feb 20, 2026 |
|---|
| Long-horizon legal inquiry | 3 | 1 | Feb 18, 2026 |
|---|
| Value Modeling | 3 | 1 | Feb 18, 2026 |
|---|
| Creative Writing Evaluation | 3 | 2 | Jun 4, 2026 |
|---|
| Hallucination Examination | 3 | 2 | Jun 11, 2026 |
|---|
| Traceback (Prompt Injection Attacks) | 3 | 1 | Apr 14, 2026 |
|---|
| Mathematics Problem Solving | 3 | 3 | Apr 28, 2026 |
|---|
| Incorrect Reasoning Path Detection | 3 | 1 | Apr 14, 2026 |
|---|
| Knowledge corruption traceback | 3 | 1 | Apr 14, 2026 |
|---|
| Reasoning Faithfulness | 3 | 2 | Jul 7, 2026 |
|---|
| UMUI Judgment Calibration | 3 | 1 | Apr 13, 2026 |
|---|
| Controllable Summarization | 3 | 1 | Apr 13, 2026 |
|---|
| Chat Evaluation | 3 | 4 | Jun 26, 2026 |
|---|