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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 |
|---|---|---|---|---|
| Multihop Question Answering | 7 | 4 | Jul 2, 2026 | |
| Categorical Visual Question Answering | 7 | 1 | Mar 12, 2026 | |
| Interactive Question Answering | 7 | 2 | Feb 18, 2026 | |
| Reasoning Question Answering | 7 | 8 | Jun 11, 2026 | |
| Grounded Video Question Answering | 7 | 12 | Jul 7, 2026 | |
| Geospatial Question Answering | 7 | 3 | May 25, 2026 | |
| Video Text Visual Question Answering | 7 | 1 | May 7, 2026 | |
| Time Series Question Answering | 7 | 4 | Mar 17, 2026 | |
| Text-oriented Visual Question Answering |
|---|
| 7 |
| 3 |
| May 21, 2026 |
| Question Answering Calibration | 6 | 3 | Mar 5, 2026 |
|---|
| Medical Multiple-Choice Question Answering | 6 | 2 | Jun 26, 2026 |
|---|
| Medical Knowledge Question Answering | 6 | 4 | Feb 21, 2026 |
|---|
| Multiple-choice science question answering | 6 | 2 | Jul 2, 2026 |
|---|
| Multi-hop Knowledge Graph Question Answering | 6 | 8 | Jul 8, 2026 |
|---|
| 3D/4D Video Question Answering | 6 | 1 | Feb 20, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| P&ID Question Answering | 6 | 1 | Mar 25, 2026 |
|---|
| List Question Answering | 6 | 2 | Jul 8, 2026 |
|---|
| Multimodal Visual Question Answering | 6 | 7 | Jun 16, 2026 |
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| Question Answering with Abstention | 6 | 3 | May 12, 2026 |
|---|
| Multilingual Table Question Answering | 6 | 1 | Feb 18, 2026 |
|---|
| Multi-turn Visual Question Answering | 6 | 1 | Mar 24, 2026 |
|---|
| Question Answering Evaluation | 6 | 2 | May 20, 2026 |
|---|
| Causal Question Answering | 6 | 2 | Feb 19, 2026 |
|---|
| Graduate-level Question Answering | 6 | 22 | Jun 19, 2026 |
|---|