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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 |
|---|---|---|---|---|
| Scientific Question Answering | 44 | 75 | Jul 9, 2026 | |
| Dexterous Grasping | 44 | 14 | Jul 7, 2026 | |
| Hyperparameter Optimization | 44 | 13 | Jun 23, 2026 | |
| Knowledge Graph Reasoning | 44 | 15 | Jun 18, 2026 | |
| Object Removal | 44 | 25 | Jun 29, 2026 | |
| General Question Answering | 43 | 27 | Jun 30, 2026 | |
| Variational Inference | 43 | 12 | Jun 25, 2026 | |
| CAPTCHA Solving | 43 | 5 | Jun 30, 2026 | |
| Music Generation | 43 | 27 | Jul 7, 2026 | |
| 43 |
| 64 |
| Jun 11, 2026 |
| Model Selection | 43 | 12 | Jun 9, 2026 |
|---|
| World Modeling | 43 | 21 | Jul 7, 2026 |
|---|
| Single Image Reflection Removal | 43 | 15 | Jul 7, 2026 |
|---|
| Selective Classification | 43 | 11 | Jul 7, 2026 |
|---|
| Multi-agent Navigation | 43 | 12 | Jul 7, 2026 |
|---|
| Flexible Job Shop Scheduling | 43 | 7 | Jun 11, 2026 |
|---|
| Mobile Manipulation | 43 | 18 | Jul 7, 2026 |
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| Edge classification | 43 | 13 | Jun 30, 2026 |
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| Document Clustering | 43 | 8 | Jun 4, 2026 |
|---|
| Action Anticipation | 43 | 34 | Jul 7, 2026 |
|---|
| Hierarchical classification | 43 | 16 | Jul 1, 2026 |
|---|
| Multivariate Forecasting | 43 | 63 | Jul 8, 2026 |
|---|
| Science Reasoning | 42 | 74 | Jul 2, 2026 |
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| Novel View Rendering | 42 | 15 | Jul 8, 2026 |
|---|
| Text-to-Audio Retrieval | 42 | 40 | Jul 1, 2026 |
|---|