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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 |
|---|---|---|---|---|
| Stereo Conversion | 5 | 3 | Jun 2, 2026 | |
| Review Score Generation | 5 | 1 | Feb 19, 2026 | |
| Event-based action recognition | 5 | 5 | Jun 16, 2026 | |
| Privilege Escalation Detection | 5 | 1 | May 18, 2026 | |
| Motion Editing | 5 | 4 | May 21, 2026 | |
| Vision Reasoning | 5 | 2 | May 19, 2026 | |
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 | |
| Parallel Grasping | 5 | 1 | Feb 21, 2026 | |
| Vacuum Grasping |
| 5 |
| 1 |
| Feb 21, 2026 |
| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
|---|
| Continual Learning Classification | 5 | 3 | May 26, 2026 |
|---|
| Gender Prediction | 5 | 3 | Apr 13, 2026 |
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| Process-outcome alignment | 5 | 1 | Feb 18, 2026 |
|---|
| Atomic model building | 5 | 2 | May 12, 2026 |
|---|
| Pairwise Preference Evaluation | 5 | 4 | Jun 25, 2026 |
|---|
| online adaptation | 5 | 1 | Mar 4, 2026 |
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| Long-Document Question Answering | 5 | 2 | Apr 27, 2026 |
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| StackCube | 5 | 5 | Jul 2, 2026 |
|---|
| Zero-shot Video Object Segmentation | 5 | 3 | Feb 18, 2026 |
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| Deep-search QA | 5 | 3 | Jul 1, 2026 |
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| De Novo Drug Design | 5 | 1 | Feb 18, 2026 |
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| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
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| Financial Performance Evaluation | 5 | 3 | Apr 14, 2026 |
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| Social Robot Navigation | 5 | 2 | Jul 2, 2026 |
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| Sentiment cluster prediction | 5 | 1 | Feb 18, 2026 |
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