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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 |
|---|---|---|---|---|
| Algorithm Recommendation | 1 | 1 | Mar 24, 2026 | |
| Reasoning-based generation | 1 | 1 | Jun 15, 2026 | |
| Memory Update | 1 | 1 | Feb 19, 2026 | |
| Text-to-image reward alignment | 1 | 1 | Mar 13, 2026 | |
| Persona Drift Measurement | 1 | 1 | May 26, 2026 | |
| Challenging Cases Understanding | 1 | 1 | Feb 18, 2026 | |
| STEM Problem Solving | 1 | 1 | Feb 19, 2026 | |
| GameCWM Generation | 1 | 1 | May 26, 2026 | |
| Structured-based Jailbreak Attack Defense |
| 1 |
| 1 |
| Mar 24, 2026 |
| Memory task | 1 | 1 | Jun 16, 2026 |
|---|
| Multiple-choice Question Answering (Negative Steering) | 1 | 1 | Jun 16, 2026 |
|---|
| Counselor performance expert evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Reply Generation + Tone Adjustment | 1 | 1 | Mar 13, 2026 |
|---|
| Research Paper Reasoning and Comprehension | 1 | 1 | May 26, 2026 |
|---|
| Language Model Evaluation Suite | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-turn math reasoning | 1 | 1 | May 26, 2026 |
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| Multi-turn Math | 1 | 1 | May 26, 2026 |
|---|
| In-distribution Tool Use | 1 | 1 | Mar 13, 2026 |
|---|
| LLM Jailbreak | 1 | 1 | May 26, 2026 |
|---|
| Realworld Chat | 1 | 1 | Feb 18, 2026 |
|---|
| Persona distribution alignment with human references | 1 | 1 | Feb 19, 2026 |
|---|
| Safety alignment against harmful fine-tuning | 1 | 1 | May 26, 2026 |
|---|
| Fine-tuning Accuracy | 1 | 1 | May 26, 2026 |
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| Zero-Shot Generalist Tool Use | 1 | 1 | Mar 13, 2026 |
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| Model Merging for Safety and Utility | 1 | 1 | May 26, 2026 |
|---|