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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 |
|---|---|---|---|---|
| Few-shot Visual Question Answering | 2 | 1 | Mar 4, 2026 | |
| Multiple-choice Audio Question Answering | 2 | 1 | Feb 18, 2026 | |
| Multimodal Search-based Question Answering | 2 | 5 | Jun 30, 2026 | |
| Multimodal Question Answering and Understanding | 2 | 2 | Apr 13, 2026 | |
| Contextual Robustness Question Answering | 2 | 1 | Feb 18, 2026 | |
| Financial Table Question Answering | 2 | 1 | Apr 24, 2026 | |
| Broad Knowledge Question Answering | 2 | 1 | Apr 14, 2026 | |
| Continual Video Question Answering |
| 2 |
| 1 |
| Mar 10, 2026 |
| 3D Situated Question Answering | 2 | 7 | Feb 18, 2026 |
|---|
| Multiple Choice Question Answering and Reasoning | 2 | 2 | Jun 4, 2026 |
|---|
| Algebraic Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Free-form Question Answering | 2 | 2 | Jun 4, 2026 |
|---|
| Free-form Table Question Answering | 2 | 3 | Feb 18, 2026 |
|---|
| Conversational Financial Question Answering | 2 | 2 | Mar 20, 2026 |
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| Multi-session Conversation Question Answering | 2 | 2 | Jun 16, 2026 |
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| Multi-step Question Answering | 2 | 1 | Feb 19, 2026 |
|---|
| Multi-robot cooperative Visual Question Answering | 2 | 1 | May 19, 2026 |
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| Conversational Multi-document Question Answering | 2 | 1 | Apr 28, 2026 |
|---|
| Conversational Numerical Reasoning Question Answering | 2 | 1 | Feb 18, 2026 |
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| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 |
|---|
| Ambiguous Question Answering | 2 | 2 | Jul 8, 2026 |
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| Cell-Level Visual Question Answering | 2 | 1 | Apr 21, 2026 |
|---|
| General Science Question Answering | 2 | 2 | May 22, 2026 |
|---|
| General Text Question Answering | 2 | 2 | May 11, 2026 |
|---|
| Change Visual Question Answering | 2 | 1 | Apr 21, 2026 |
|---|