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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-choice Video Question Answering | 9 | 14 | Jun 16, 2026 | |
| Multimodal Document Question Answering | 9 | 12 | Jul 7, 2026 | |
| Text Question Answering | 9 | 3 | May 26, 2026 | |
| Graph Question Answering | 9 | 6 | Jun 5, 2026 | |
| Long-term Memory Question Answering | 9 | 8 | Jun 23, 2026 | |
| domain-specific question answering | 9 | 3 | Apr 2, 2026 | |
| Open-Book Question Answering | 9 | 8 | Jun 24, 2026 | |
| Multi-agent Question Answering | 8 | 1 | May 26, 2026 | |
| General Knowledge Question Answering |
| 8 |
| 12 |
| Jun 11, 2026 |
| Temporal Knowledge Graph Question Answering | 7 | 14 | Jun 2, 2026 |
|---|
| Question Answering and Commonsense Reasoning | 7 | 8 | Jun 4, 2026 |
|---|
| Knowledge Question Answering | 7 | 3 | Jun 23, 2026 |
|---|
| Interactive Question Answering | 7 | 2 | Feb 18, 2026 |
|---|
| Expert-Level Question Answering | 7 | 9 | Jun 5, 2026 |
|---|
| Short Video Question Answering | 7 | 3 | Jun 11, 2026 |
|---|
| Selective Question Answering | 7 | 4 | Jul 7, 2026 |
|---|
| Grounded Video Question Answering | 7 | 12 | Jul 7, 2026 |
|---|
| Cloze-style Question Answering | 7 | 4 | Feb 18, 2026 |
|---|
| Multi-table Question Answering | 7 | 2 | Jun 30, 2026 |
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| Geospatial Question Answering | 7 | 3 | May 25, 2026 |
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| Multihop Question Answering | 7 | 4 | Jul 2, 2026 |
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| Mathematical Question Answering | 7 | 7 | Jun 16, 2026 |
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| Search-based Question Answering | 7 | 7 | Jun 16, 2026 |
|---|
| Scene Text Visual Question Answering | 7 | 9 | Apr 15, 2026 |
|---|
| Reasoning Question Answering | 7 | 8 | Jun 11, 2026 |
|---|