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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 |
|---|---|---|---|---|
| Asynchronous planning | 5 | 2 | Jun 2, 2026 | |
| Network Classification | 5 | 1 | Feb 18, 2026 | |
| STEM & Reasoning | 5 | 4 | Jul 7, 2026 | |
| stack cups | 5 | 5 | Jun 12, 2026 | |
| Black-box LLM Jailbreaking | 5 | 1 | Feb 18, 2026 | |
| Long-Document Question Answering | 5 | 2 | Apr 27, 2026 | |
| Deep-search QA | 5 | 3 | Jul 1, 2026 | |
| Multi-turn conversation performance | 5 | 1 | Feb 18, 2026 | |
| Multi-route generation |
| 5 |
| 2 |
| May 22, 2026 |
| Stereo Conversion | 5 | 3 | Jun 2, 2026 |
|---|
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 |
|---|
| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
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| Multi-channel Speech Separation | 5 | 2 | Jun 9, 2026 |
|---|
| AIGC Video Quality Assessment | 5 | 1 | Apr 21, 2026 |
|---|
| Diagnostic Reasoning | 5 | 4 | Jun 8, 2026 |
|---|
| Vision Reasoning | 5 | 2 | May 19, 2026 |
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| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 |
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| Respiratory motion forecasting | 5 | 1 | Feb 18, 2026 |
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| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
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| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
|---|
| Exemplar-based Image Editing | 5 | 2 | May 11, 2026 |
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| Aspect-category Aspect Analysis | 5 | 1 | Feb 19, 2026 |
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| StackCube | 5 | 5 | Jul 2, 2026 |
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| Process-outcome alignment | 5 | 1 | Feb 18, 2026 |
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| Private Decision Tree Evaluation | 5 | 1 | Mar 31, 2026 |
|---|