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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 |
|---|---|---|---|---|
| Multi-turn Code-Switched Question Answering | 3 | 1 | Jun 19, 2026 | |
| Multi-objective Question Answering | 3 | 1 | Feb 19, 2026 | |
| Spoken Medical Question Answering | 3 | 1 | Feb 19, 2026 | |
| Multi-image Medical Visual Question Answering | 3 | 1 | Feb 18, 2026 | |
| Multi-hop reasoning and question answering | 3 | 1 | Feb 22, 2026 | |
| Multi-image Visual Question Answering | 3 | 3 | Mar 24, 2026 | |
| Document Based Question Answering | 3 | 3 | May 25, 2026 | |
| Multi-choice Visual Question Answering |
| 3 |
| 6 |
| Jun 5, 2026 |
| Sequential Question Answering | 3 | 5 | Feb 22, 2026 |
|---|
| Document-oriented Visual Question Answering | 3 | 10 | Apr 21, 2026 |
|---|
| Selective Visual Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| Close-Ended Visual Question Answering | 3 | 3 | Jul 8, 2026 |
|---|
| Scene Text-Centric Visual Question Answering | 3 | 2 | May 21, 2026 |
|---|
| Closed-book Generative Question Answering | 3 | 1 | Apr 10, 2026 |
|---|
| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 |
|---|
| Long-term conversational Question Answering | 3 | 3 | Jun 30, 2026 |
|---|
| Long-horizon memory Question Answering | 3 | 2 | May 29, 2026 |
|---|
| Long-form Question Answering refinement | 3 | 1 | Feb 18, 2026 |
|---|
| Closed-format Question Answering | 3 | 1 | Jul 8, 2026 |
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| Long-form Medical Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| End-to-end Open-Domain Question Answering | 3 | 11 | May 8, 2026 |
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| Real-world Visual Question Answering | 3 | 25 | Jul 7, 2026 |
|---|
| Entity-Relationship Question Answering | 3 | 1 | Apr 28, 2026 |
|---|
| Agentic Question Answering | 3 | 3 | Jun 23, 2026 |
|---|
| Expert-level Science Question Answering | 3 | 4 | May 12, 2026 |
|---|