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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 |
|---|---|---|---|---|
| API Question Answering | 3 | 1 | Mar 4, 2026 | |
| Scene Text-Centric Visual Question Answering | 3 | 2 | May 21, 2026 | |
| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 | |
| Real-world Visual Question Answering | 3 | 25 | Jul 7, 2026 | |
| Counting Visual Question Answering | 3 | 2 | Mar 16, 2026 | |
| Grounded Visual Question Answering | 3 | 4 | Apr 21, 2026 | |
| Spoken Medical Question Answering | 3 | 1 | Feb 19, 2026 | |
| Privacy-preserving Question Answering |
| 3 |
| 1 |
| Mar 19, 2026 |
| Knowledge-conflict Question Answering | 3 | 1 | Jun 5, 2026 |
|---|
| Hierarchical Table Question Answering | 3 | 4 | Jun 11, 2026 |
|---|
| High-Resolution Visual Question Answering | 3 | 2 | May 5, 2026 |
|---|
| Database Question Answering | 3 | 1 | Jun 5, 2026 |
|---|
| Image-based Question Answering | 2 | 2 | Feb 22, 2026 |
|---|
| Deictic Visual Question Answering | 2 | 1 | Mar 30, 2026 |
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| Pathological Visual Question Answering | 2 | 1 | Mar 23, 2026 |
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| Astronomy Question Answering | 2 | 1 | Apr 14, 2026 |
|---|
| Information Visual Question Answering | 2 | 24 | Jun 19, 2026 |
|---|
| Open-ended Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
|---|
| Open-formed Audio Question Answering | 2 | 1 | Mar 30, 2026 |
|---|
| Open-ended Chart Question Answering | 2 | 2 | Feb 18, 2026 |
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| Choice-based Visual Question Answering | 2 | 1 | Apr 24, 2026 |
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| Citation-augmented Question Answering | 2 | 1 | Feb 27, 2026 |
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| Knowledge-Based Visual Question Answering (Direct Answer) | 2 | 1 | Feb 18, 2026 |
|---|
| Dialogue Question Answering | 2 | 2 | May 15, 2026 |
|---|
| Knowledge-Based Visual Question Answering (Multiple Choice) | 2 | 1 | Feb 18, 2026 |
|---|