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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 |
|---|---|---|---|---|
| Text-to-outfit retrieval | 2 | 1 | Feb 18, 2026 | |
| Query-based Summarization | 2 | 2 | Jun 5, 2026 | |
| Vehicle Recognition | 2 | 1 | Feb 18, 2026 | |
| 200-way retrieval | 2 | 3 | May 19, 2026 | |
| Part-based 3D Object Generation | 2 | 1 | Mar 24, 2026 | |
| Document background generation | 2 | 2 | Feb 20, 2026 | |
| Multi-class Alzheimer's Disease Classification | 2 | 1 | Feb 19, 2026 | |
| Mathematical Calculation | 2 | 2 | Apr 10, 2026 | |
| Binary Alzheimer's Disease Classification (CN vs. AD) |
| 2 |
| 1 |
| Feb 19, 2026 |
| Partition-constrained subset selection | 2 | 1 | Mar 24, 2026 |
|---|
| Multiple-choice commonsense reasoning | 2 | 2 | Apr 14, 2026 |
|---|
| Whole-slide image visual-question answering | 2 | 2 | Jun 9, 2026 |
|---|
| Knowledge Intensive | 2 | 1 | Mar 24, 2026 |
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| Perception and Cognition Evaluation | 2 | 2 | Jun 16, 2026 |
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| Individual Action Recognition | 2 | 3 | Feb 27, 2026 |
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| POMDP Abstraction | 2 | 1 | Mar 24, 2026 |
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| Multimodal Agent Evaluation | 2 | 1 | Mar 24, 2026 |
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| Evaluation Reliability | 2 | 1 | Mar 24, 2026 |
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| Emotional talking head reconstruction | 2 | 1 | Mar 24, 2026 |
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| Voxel Prediction | 2 | 2 | Feb 18, 2026 |
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| Robotic Video Question Answering | 2 | 2 | Mar 4, 2026 |
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| Underwater light field image enhancement | 2 | 1 | Feb 19, 2026 |
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| Counterfactual Effectiveness | 2 | 2 | Mar 25, 2026 |
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| Depth Compression | 2 | 1 | Mar 24, 2026 |
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| Robotic Pushing and Grasping | 2 | 1 | Mar 24, 2026 |
|---|