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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 |
|---|---|---|---|---|
| Lyrics Creation | 1 | 1 | Feb 19, 2026 | |
| Video Anomaly Causation Reasoning | 1 | 1 | Mar 30, 2026 | |
| Open-domain Dialogue Generation | 1 | 1 | Feb 19, 2026 | |
| Dialogue response evaluation | 1 | 1 | Mar 30, 2026 | |
| Generative Reasoning | 1 | 1 | Feb 18, 2026 | |
| turn on the lamp | 1 | 1 | Jun 26, 2026 | |
| Dialog Evaluation | 1 | 2 | Feb 18, 2026 | |
| Multi-turn Competitive Debate Simulation | 1 | 1 | Feb 19, 2026 | |
| Debate Generation |
| 1 |
| 1 |
| Feb 19, 2026 |
| Medical History-taking and Clinical Reasoning | 1 | 1 | Mar 30, 2026 |
|---|
| Medical Knowledge Performance | 1 | 1 | Feb 19, 2026 |
|---|
| Standard Mathematics | 1 | 1 | Mar 30, 2026 |
|---|
| Chat-based Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Limitation Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Skill-assisted task execution | 1 | 1 | Mar 31, 2026 |
|---|
| math Q&A | 1 | 1 | Mar 31, 2026 |
|---|
| general multi-choice | 1 | 1 | Mar 31, 2026 |
|---|
| Diverse reasoning tasks | 1 | 1 | Feb 18, 2026 |
|---|
| Storytelling | 1 | 1 | Feb 18, 2026 |
|---|
| Long Context Writing | 1 | 1 | Feb 19, 2026 |
|---|
| Logical Consistency | 1 | 1 | Mar 31, 2026 |
|---|
| End-to-end RAG generation | 1 | 1 | Mar 31, 2026 |
|---|
| Generative sense-making QA | 1 | 1 | Feb 19, 2026 |
|---|
| Textual Mathematical Reasoning | 1 | 1 | Mar 31, 2026 |
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| Multimodal Visual Logic Reasoning | 1 | 1 | Mar 31, 2026 |
|---|