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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 |
|---|---|---|---|---|
| Visual Jailbreak Defense | 5 | 2 | Feb 18, 2026 | |
| Semantic Fidelity | 5 | 2 | Apr 23, 2026 | |
| Ball Detection | 5 | 3 | Jun 25, 2026 | |
| Sparse Tensor Decomposition | 5 | 1 | Feb 18, 2026 | |
| Noise Synthesis | 5 | 2 | Feb 18, 2026 | |
| Long-Document Question Answering | 5 | 2 | Apr 27, 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 |
| Generalization | 5 | 4 | May 19, 2026 |
|---|
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 |
|---|
| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
|---|
| Clustering (Color) | 5 | 3 | Feb 21, 2026 |
|---|
| StackCube | 5 | 5 | Jul 2, 2026 |
|---|
| Persuasion Prediction | 5 | 2 | Jun 15, 2026 |
|---|
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 |
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| Asynchronous planning | 5 | 2 | Jun 2, 2026 |
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| Retinal Image Registration | 5 | 3 | Mar 12, 2026 |
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| Atomic model building | 5 | 2 | May 12, 2026 |
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| Grouping | 5 | 5 | May 4, 2026 |
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| Pose Generation | 5 | 3 | Apr 21, 2026 |
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| Point forecasting | 5 | 5 | Jul 3, 2026 |
|---|
| Vision Reasoning | 5 | 2 | May 19, 2026 |
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| Competitive Coding | 5 | 1 | Feb 18, 2026 |
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| Category Classification | 5 | 3 | Mar 10, 2026 |
|---|