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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 |
|---|---|---|---|---|
| Agentic Question Answering | 3 | 3 | Jun 23, 2026 | |
| Expert-level Science Question Answering | 3 | 4 | May 12, 2026 | |
| Long-horizon memory Question Answering | 3 | 2 | May 29, 2026 | |
| Biomedical Multi-hop Question Answering | 3 | 1 | Feb 23, 2026 | |
| Factual Knowledge Question Answering | 3 | 1 | Apr 7, 2026 | |
| Long-form Medical Question Answering | 3 | 1 | Feb 18, 2026 | |
| Long-form Question Answering refinement | 3 | 1 | Feb 18, 2026 | |
| Factuality Question Answering |
| 3 |
| 3 |
| Jun 23, 2026 |
| Biomedical Visual Question Answering | 3 | 2 | Feb 18, 2026 |
|---|
| Selective Visual Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| Long-term conversational Question Answering | 3 | 3 | Jun 30, 2026 |
|---|
| Scene Text-Centric Visual Question Answering | 3 | 2 | May 21, 2026 |
|---|
| Context-Aware Question Answering | 3 | 1 | Jun 11, 2026 |
|---|
| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 |
|---|
| Context-faithful Question Answering | 3 | 2 | Feb 25, 2026 |
|---|
| Fine-grained Visual Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| Follow-up Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| Knowledge-conflict Question Answering | 3 | 1 | Jun 5, 2026 |
|---|
| Continual Visual Question Answering | 3 | 4 | Jul 3, 2026 |
|---|
| Free Question Answering | 3 | 1 | Apr 10, 2026 |
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| API Question Answering | 3 | 1 | Mar 4, 2026 |
|---|
| Knowledge-Intensive Visual Question Answering | 3 | 5 | Jul 8, 2026 |
|---|
| Privacy-preserving Question Answering | 3 | 1 | Mar 19, 2026 |
|---|
| Policy Question Answering | 3 | 1 | Apr 15, 2026 |
|---|
| Personalized Question Answering | 3 | 5 | May 14, 2026 |
|---|