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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 |
|---|---|---|---|---|
| Robotic Arm Manipulation | 5 | 4 | Jul 3, 2026 | |
| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 | |
| Atomic model building | 5 | 2 | May 12, 2026 | |
| Weighted Partial MaxSAT | 5 | 1 | Feb 18, 2026 | |
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| Vertical Federated Unlearning | 5 | 1 | Feb 18, 2026 | |
| Private Decision Tree Evaluation | 5 | 1 | Mar 31, 2026 | |
| Backdoor Attack in Dataset Condensation | 5 | 2 | Apr 1, 2026 | |
| Social Robot Navigation |
| 5 |
| 2 |
| Jul 2, 2026 |
| Close | 5 | 3 | Jun 12, 2026 |
|---|
| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 |
|---|
| Secret recovery | 5 | 3 | Apr 7, 2026 |
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| StackCube | 5 | 5 | Jul 2, 2026 |
|---|
| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
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| Scam Detection | 5 | 4 | May 19, 2026 |
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| 2D Occluded Pose Estimation | 5 | 1 | Feb 18, 2026 |
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| 3D referring expression comprehension | 5 | 2 | Mar 19, 2026 |
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| Audio-to-Text Chat | 5 | 1 | Mar 31, 2026 |
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| Category-level Object Pose Estimation | 5 | 6 | Jul 7, 2026 |
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| Predict-and-search | 5 | 2 | Jul 8, 2026 |
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| Audio-Visual Automatic Speech Recognition | 5 | 1 | Feb 18, 2026 |
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| 3D Facial Expression Recognition | 5 | 1 | Mar 31, 2026 |
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| Autonomous grasping | 5 | 1 | Mar 31, 2026 |
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| Embodied decision-making | 5 | 8 | Jun 19, 2026 |
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| Live Streaming Risk Assessment | 5 | 2 | Jun 4, 2026 |
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