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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 |
|---|---|---|---|---|
| Causal Question Answering | 6 | 2 | Feb 19, 2026 | |
| Multimodal Visual Question Answering | 6 | 7 | Jun 16, 2026 | |
| Abstention in Question Answering | 6 | 1 | May 26, 2026 | |
| Streaming Video Question Answering | 6 | 4 | Jun 23, 2026 | |
| Multilingual Table Question Answering | 6 | 1 | Feb 18, 2026 | |
| Medical Knowledge Question Answering | 6 | 4 | Feb 21, 2026 | |
| Text-only Question Answering | 6 | 4 | Feb 20, 2026 | |
| P&ID Question Answering | 6 | 1 | Mar 25, 2026 | |
| List Question Answering |
| 6 |
| 2 |
| Jul 8, 2026 |
| STEM Question Answering | 5 | 5 | Jun 11, 2026 |
|---|
| Dental Visual Question Answering | 5 | 1 | Feb 20, 2026 |
|---|
| Retrieval-Augmented Generation Question Answering | 5 | 1 | May 12, 2026 |
|---|
| Search-augmented multi-turn question answering | 5 | 1 | May 7, 2026 |
|---|
| Grounded Question Answering | 5 | 5 | Feb 18, 2026 |
|---|
| True/False Question Answering | 5 | 5 | Jun 18, 2026 |
|---|
| Tool-augmented Question Answering | 5 | 1 | May 25, 2026 |
|---|
| Multi-document Multi-entity Question Answering | 5 | 1 | Mar 13, 2026 |
|---|
| Motion Question Answering | 5 | 4 | Jun 23, 2026 |
|---|
| Table-based Question Answering | 5 | 6 | Jun 30, 2026 |
|---|
| Memory Question Answering | 5 | 3 | Jun 18, 2026 |
|---|
| Code Question Answering | 5 | 5 | Mar 23, 2026 |
|---|
| Medical Visual Question Answering (Multiple-choice) | 5 | 2 | May 12, 2026 |
|---|
| Open-world Knowledge Graph Question Answering | 5 | 1 | Apr 16, 2026 |
|---|
| Fact-based Visual Question Answering | 5 | 7 | Jul 7, 2026 |
|---|
| Community Question Answering | 5 | 3 | Feb 22, 2026 |
|---|