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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 |
|---|---|---|---|---|
| Target Search | 5 | 3 | Jun 5, 2026 | |
| Multi-route generation | 5 | 2 | May 22, 2026 | |
| Predicting answer correctness | 5 | 4 | Jun 2, 2026 | |
| Perineural Invasion (PNI) Classification | 5 | 1 | Apr 1, 2026 | |
| Word Intrusion Detection | 5 | 1 | Apr 1, 2026 | |
| Monocular 3D Detection | 5 | 4 | Mar 31, 2026 | |
| Stereo Conversion | 5 | 3 | Jun 2, 2026 | |
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 | |
| Long-Document Question Answering |
| 5 |
| 2 |
| Apr 27, 2026 |
| LiDAR Novel View Synthesis | 5 | 1 | Feb 18, 2026 |
|---|
| Extreme Multi-label Text Classification | 5 | 1 | Feb 18, 2026 |
|---|
| Topic Clustering | 5 | 2 | Feb 22, 2026 |
|---|
| Vision Reasoning | 5 | 2 | May 19, 2026 |
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| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
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| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
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| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
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| Generalization | 5 | 4 | May 19, 2026 |
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| Resection plane estimation | 5 | 1 | Feb 18, 2026 |
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| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
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| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 |
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| StackCube | 5 | 5 | Jul 2, 2026 |
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| Short-term Traffic Forecasting | 5 | 2 | Apr 13, 2026 |
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| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
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| Asynchronous planning | 5 | 2 | Jun 2, 2026 |
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| Social Robot Navigation | 5 | 2 | Jul 2, 2026 |
|---|