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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 |
|---|---|---|---|---|
| Multilingual Speech Question Answering | 1 | 1 | Mar 18, 2026 | |
| Spatio-temporal Video Question Answering | 1 | 1 | Feb 18, 2026 | |
| Multilingual Visual Question Answering | 1 | 1 | May 14, 2026 | |
| Agricultural Visual Question Answering | 1 | 1 | Apr 28, 2026 | |
| Multilingual text-centric visual question answering | 1 | 5 | Apr 15, 2026 | |
| Continual Model Refinement for Extractive Question Answering | 1 | 1 | Feb 18, 2026 | |
| Financial Visual Question Answering | 1 | 1 | Jun 19, 2026 | |
| Multimodal Agriculture Question Answering |
| 1 |
| 1 |
| Mar 19, 2026 |
| Multimodal Conversational Question Answering | 1 | 1 | May 7, 2026 |
|---|
| Multimodal Database Question Answering | 1 | 1 | Jul 1, 2026 |
|---|
| Flowchart Question Answering | 1 | 1 | Feb 22, 2026 |
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| Multimodal Dental Question Answering | 1 | 1 | May 28, 2026 |
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| Mathematics & Science Question Answering | 1 | 1 | Jun 4, 2026 |
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| Multimodal Financial Question Answering | 1 | 1 | May 14, 2026 |
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| Multimodal Long-Document Question Answering | 1 | 1 | Jun 5, 2026 |
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| CAD Question Answering | 1 | 1 | Jun 4, 2026 |
|---|
| Forced-choice Visual Question Answering | 1 | 1 | Jun 9, 2026 |
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| Multimodal Math Question Answering | 1 | 1 | Jun 15, 2026 |
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| Multimodal Multi-hop Visual Question Answering | 1 | 1 | Feb 20, 2026 |
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| Multimodal Personalized Question Answering | 1 | 1 | Feb 18, 2026 |
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| Conversation Question Answering | 1 | 1 | May 12, 2026 |
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| Multimodal Question Answering and Reasoning | 1 | 1 | Jun 26, 2026 |
|---|
| Free-form Visual Question Answering | 1 | 1 | Jun 5, 2026 |
|---|
| Multimodal Task Orchestration and Question Answering | 1 | 1 | Mar 13, 2026 |
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| Future Video Question Answering | 1 | 1 | Mar 11, 2026 |
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