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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 |
|---|---|---|---|---|
| Augmented Visual Question Answering | 1 | 1 | Feb 18, 2026 | |
| Multimodal Multi-hop Visual Question Answering | 1 | 1 | Feb 20, 2026 | |
| Multimodal Personalized Question Answering | 1 | 1 | Feb 18, 2026 | |
| Conversation Question Answering | 1 | 1 | May 12, 2026 | |
| 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 | |
| Embodied Visual Question Answering |
| 1 |
| 5 |
| Jun 11, 2026 |
| Future Video Question Answering | 1 | 1 | Mar 11, 2026 |
|---|
| Multimodal Video Question Answering | 1 | 1 | Feb 19, 2026 |
|---|
| Conversational Memory Question Answering | 1 | 1 | May 14, 2026 |
|---|
| GUI Visual Question Answering | 1 | 1 | Apr 10, 2026 |
|---|
| Multimodal Visual Pattern Question Answering | 1 | 1 | Jun 16, 2026 |
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| Temporal Video Question Answering | 1 | 1 | Jun 2, 2026 |
|---|
| Medical Visual Question Answering (Free-text) | 1 | 1 | Apr 10, 2026 |
|---|
| Multimodal Visual Question Answering and Reasoning | 1 | 1 | Jun 26, 2026 |
|---|
| GUI Visual Question Answering and Grounding | 1 | 1 | Jun 11, 2026 |
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| Multimodal multi-span medical question answering | 1 | 1 | Jun 30, 2026 |
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| Multiple Choice Non-STEM Question Answering | 1 | 2 | Apr 7, 2026 |
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| Multiple Choice Question Answering (MCQA) | 1 | 1 | Feb 19, 2026 |
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| Multiple Choice Question Answering (Multiple) | 1 | 1 | Apr 16, 2026 |
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| 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 |
|---|
| General Question Answering & Instruction Following | 1 | 1 | Jun 15, 2026 |
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