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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 |
|---|---|---|---|---|
| Multiple-choice Egocentric Question Answering | 1 | 1 | May 26, 2026 | |
| Multiple-choice Question Answering (Negative Steering) | 1 | 1 | Jun 16, 2026 | |
| Conversational Style Question Answering | 1 | 1 | Feb 18, 2026 | |
| Multiple-choice Question Answering (Positive Steering) | 1 | 1 | Jun 16, 2026 | |
| Counterfactual Question Answering | 1 | 1 | Feb 20, 2026 | |
| Generalization Knowledge Base Question Answering | 1 | 2 | Apr 15, 2026 | |
| Multiple-choice question answering (MCQA) with evidence | 1 | 1 | Apr 8, 2026 | |
| Multi-answer Question Answering (Sets) |
| 1 |
| 1 |
| Feb 21, 2026 |
| NLU Question Answering | 1 | 1 | Jun 5, 2026 |
|---|
| NLU and Question Answering | 1 | 1 | Mar 24, 2026 |
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| Narrative Question Answering | 1 | 1 | Feb 18, 2026 |
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| Video Search Question Answering | 1 | 1 | Jul 7, 2026 |
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| Multi-chart Question Answering | 1 | 1 | Apr 24, 2026 |
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| Analogical Question Answering | 1 | 1 | Feb 18, 2026 |
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| Change-Detection-based Visual Question Answering | 1 | 1 | Feb 20, 2026 |
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| Natural Language Understanding, Question Answering, and Named Entity Recognition | 1 | 1 | Feb 18, 2026 |
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| Noisy-RAG Question Answering | 1 | 1 | Feb 18, 2026 |
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| Event-based Visual Question Answering | 1 | 1 | Feb 20, 2026 |
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| Numerical Reasoning Question Answering | 1 | 1 | Feb 18, 2026 |
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| Cross-lingual Visual Question Answering | 1 | 1 | Feb 18, 2026 |
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| OCR and Chart Visual Question Answering | 1 | 2 | Mar 10, 2026 |
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| OCR and Text-based Visual Question Answering | 1 | 5 | Feb 25, 2026 |
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| Objective Search Question Answering | 1 | 1 | Jun 19, 2026 |
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| Graph Visual Question Answering | 1 | 1 | Feb 20, 2026 |
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| Office Application Question Answering | 1 | 1 | May 25, 2026 |
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