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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 Non-STEM Question Answering | 1 | 2 | Apr 7, 2026 | |
| Multiple Choice Question Answering (MCQA) | 1 | 1 | Feb 19, 2026 | |
| Cloze Question Answering | 1 | 1 | Feb 18, 2026 | |
| Textbook Question Answering | 1 | 1 | Jun 1, 2026 | |
| Mental Health Question Answering | 1 | 1 | Jun 23, 2026 | |
| Entity-Swap Question Answering | 1 | 1 | Jun 4, 2026 | |
| Multiple Choice Question Answering (Multiple) | 1 | 1 | Apr 16, 2026 | |
| Multiple Choice Question Answering (Single) | 1 | 1 | Apr 16, 2026 | |
| Multiple Choice STEM Question Answering | 1 | 2 | Apr 7, 2026 |
| Multiple choice question visual question answering | 1 | 1 | Jul 1, 2026 |
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| General Question Answering & Instruction Following | 1 | 1 | Jun 15, 2026 |
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| Multiple-Answer Question Answering | 1 | 2 | Jun 2, 2026 |
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| Multiple-choice Egocentric Question Answering | 1 | 1 | May 26, 2026 |
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| Tool-based Question Answering | 1 | 1 | Feb 18, 2026 |
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| Motion-based Question Answering | 1 | 1 | Feb 18, 2026 |
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| Episodic Memory Question Answering (Egocentric pixel) | 1 | 1 | Feb 18, 2026 |
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| Traffic Question Answering | 1 | 1 | Apr 7, 2026 |
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| Multiple-choice Question Answering (Negative Steering) | 1 | 1 | Jun 16, 2026 |
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| Conversational Style Question Answering | 1 | 1 | Feb 18, 2026 |
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| Multiple-choice Question Answering (Positive Steering) | 1 | 1 | Jun 16, 2026 |
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| Counterfactual Question Answering | 1 | 1 | Feb 20, 2026 |
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| Generalization Knowledge Base Question Answering | 1 | 2 | Apr 15, 2026 |
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| Multiple-choice question answering (MCQA) with evidence | 1 | 1 | Apr 8, 2026 |
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| NLU Question Answering | 1 | 1 | Jun 5, 2026 |
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| NLU and Question Answering | 1 | 1 | Mar 24, 2026 |
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