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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 |
|---|---|---|---|---|
| Multi-route generation | 5 | 2 | May 22, 2026 | |
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 | |
| Privilege Escalation Detection | 5 | 1 | May 18, 2026 | |
| Event-based action recognition | 5 | 5 | Jun 16, 2026 | |
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 | |
| online adaptation | 5 | 1 | Mar 4, 2026 | |
| Vision Reasoning | 5 | 2 | May 19, 2026 | |
| Zero-shot Video Object Segmentation | 5 | 3 | Feb 18, 2026 | |
| Regime classification |
| 5 |
| 3 |
| Jun 17, 2026 |
| Process-outcome alignment | 5 | 1 | Feb 18, 2026 |
|---|
| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
|---|
| Medical Imaging Classification | 5 | 3 | Jul 7, 2026 |
|---|
| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
|---|
| Thermal-to-visible Face Recognition | 5 | 1 | Feb 18, 2026 |
|---|
| Motion Editing | 5 | 4 | May 21, 2026 |
|---|
| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
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| Pairwise Preference Evaluation | 5 | 4 | Jun 25, 2026 |
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| Referring Description | 5 | 3 | Feb 27, 2026 |
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| Atomic model building | 5 | 2 | May 12, 2026 |
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| Sentiment cluster prediction | 5 | 1 | Feb 18, 2026 |
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| Financial Performance Evaluation | 5 | 3 | Apr 14, 2026 |
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| STEM Question Answering | 5 | 5 | Jun 11, 2026 |
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| Summarization (Groundedness) | 5 | 1 | Feb 18, 2026 |
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| Fine Localization | 5 | 3 | Jul 7, 2026 |
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| StackCube | 5 | 5 | Jul 2, 2026 |
|---|