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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 |
|---|---|---|---|---|
| Enterprise task automation governance | 1 | 1 | May 12, 2026 | |
| Automated Research Report Generation | 1 | 1 | May 12, 2026 | |
| Multitask Reasoning | 1 | 1 | Mar 4, 2026 | |
| Routing and Question Answering | 1 | 1 | May 12, 2026 | |
| Open-Ended Medical Visual Chat | 1 | 1 | Feb 18, 2026 | |
| Multi-Round Chat Retrieval | 1 | 2 | May 22, 2026 | |
| Dense Multimodal Reasoning | 1 | 1 | May 12, 2026 | |
| Reasoning-based Image Generation |
| 1 |
| 1 |
| May 12, 2026 |
| Graph QA | 1 | 1 | May 12, 2026 |
|---|
| General Artificial Intelligence Capabilities | 1 | 1 | Mar 4, 2026 |
|---|
| Personalized Report Generation | 1 | 1 | May 12, 2026 |
|---|
| General Chat Performance | 1 | 1 | Mar 4, 2026 |
|---|
| Personalized Speech-Script Generation | 1 | 1 | May 12, 2026 |
|---|
| 3D Dialogue | 1 | 1 | Feb 18, 2026 |
|---|
| Contextual Integrity | 1 | 1 | May 12, 2026 |
|---|
| Multimodal Response Generation | 1 | 1 | Mar 4, 2026 |
|---|
| Secret Leakage Detection | 1 | 1 | May 12, 2026 |
|---|
| Multi-turn Persona Steering | 1 | 1 | May 12, 2026 |
|---|
| Personalized Creative Generation | 1 | 1 | Mar 4, 2026 |
|---|
| Best-of-N Reward Evaluation | 1 | 1 | May 12, 2026 |
|---|
| Helpful Dialogue | 1 | 1 | May 12, 2026 |
|---|
| General Multi-image Reasoning and Generalization | 1 | 2 | Feb 18, 2026 |
|---|
| General Problem Solving | 1 | 1 | Feb 18, 2026 |
|---|
| Personalized Creative Integration | 1 | 1 | Mar 4, 2026 |
|---|
| Scientific Reasoning Question Answering | 1 | 1 | May 12, 2026 |
|---|