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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 |
|---|---|---|---|---|
| Grouping | 5 | 5 | May 4, 2026 | |
| Multi-route generation | 5 | 2 | May 22, 2026 | |
| Word Intrusion Detection | 5 | 1 | Apr 1, 2026 | |
| Backdoor Trigger Detection | 5 | 3 | Jul 1, 2026 | |
| Category Classification | 5 | 3 | Mar 10, 2026 | |
| Vehicle Segmentation | 5 | 4 | Mar 6, 2026 | |
| Generalization | 5 | 4 | May 19, 2026 | |
| Asynchronous planning | 5 | 2 | Jun 2, 2026 | |
| Pose Generation | 5 | 3 | Apr 21, 2026 | |
| Point Cloud Auto-encoding |
| 5 |
| 2 |
| Feb 18, 2026 |
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 |
|---|
| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
|---|
| HER2 Status Prediction | 5 | 4 | Jun 23, 2026 |
|---|
| Vision Reasoning | 5 | 2 | May 19, 2026 |
|---|
| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
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| Competitive Coding | 5 | 1 | Feb 18, 2026 |
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| StackCube | 5 | 5 | Jul 2, 2026 |
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| Image Cropping | 5 | 3 | May 14, 2026 |
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| Atomic model building | 5 | 2 | May 12, 2026 |
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| HER2 Prediction | 5 | 3 | May 12, 2026 |
|---|
| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
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| Inverse Problem Solving | 5 | 3 | May 20, 2026 |
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| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
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| STEM & Reasoning | 5 | 4 | Jul 7, 2026 |
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| Latent Hierarchical Causal Structure Discovery | 5 | 1 | Feb 18, 2026 |
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