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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 |
|---|---|---|---|---|
| Empathy evaluation | 1 | 1 | Feb 18, 2026 | |
| Generation Quality and Coherence Evaluation | 1 | 1 | Feb 19, 2026 | |
| Multi-turn Collaboration Editing | 1 | 1 | May 27, 2026 | |
| Therapeutic Dialogue Response Quality Assessment | 1 | 1 | Jul 1, 2026 | |
| Interactive Document Generation | 1 | 1 | Mar 31, 2026 | |
| Calendar | 1 | 1 | Jul 1, 2026 | |
| EM Decision-Making (AJSD) | 1 | 1 | Mar 31, 2026 | |
| Language Modeling and Zero-shot Reasoning | 1 | 1 | Feb 19, 2026 | |
| Mobile Application Operation |
| 1 |
| 1 |
| Mar 16, 2026 |
| Multi-turn Collaboration Reasoning | 1 | 1 | May 27, 2026 |
|---|
| LLM Risk Assessment | 1 | 1 | Feb 19, 2026 |
|---|
| Dangerous Knowledge Unlearning | 1 | 1 | May 27, 2026 |
|---|
| Human preference alignment for text-to-image generation | 1 | 1 | May 27, 2026 |
|---|
| Large Language Model Performance Evaluation | 1 | 1 | May 27, 2026 |
|---|
| Clinical Reasoning Evaluation | 1 | 1 | May 27, 2026 |
|---|
| Interactive Human Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Personalization Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-judge evaluation | 1 | 1 | Mar 16, 2026 |
|---|
| Multimodal capability profiling | 1 | 1 | May 27, 2026 |
|---|
| One-Time Edit | 1 | 1 | May 27, 2026 |
|---|
| Short-chain composition | 1 | 1 | May 27, 2026 |
|---|
| Long-context Memory Retrieval | 1 | 9 | Jun 12, 2026 |
|---|
| General Reasoning and Creative Writing | 1 | 1 | Mar 16, 2026 |
|---|
| Context Learning Task-Solving | 1 | 1 | May 27, 2026 |
|---|
| Personalized Memory Retrieval | 1 | 1 | Feb 19, 2026 |
|---|