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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 |
|---|---|---|---|---|
| Musical Turing Test | 5 | 1 | Feb 21, 2026 | |
| Fine-grained Semantic Segmentation | 5 | 4 | Jun 16, 2026 | |
| Pendulum swing-up | 5 | 3 | Jun 5, 2026 | |
| Safe-separation assurance | 5 | 1 | Feb 21, 2026 | |
| Region-of-Interaction Prediction | 5 | 1 | Feb 18, 2026 | |
| Location Prediction | 5 | 3 | Jun 9, 2026 | |
| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 | |
| Tactile Localization | 5 | 2 | Apr 14, 2026 | |
| Policy Enforcement | 5 | 3 | Jun 19, 2026 | |
| Video highlight detection |
|---|
| 5 |
| 9 |
| Apr 21, 2026 |
| CP Decomposition | 5 | 1 | Feb 18, 2026 |
|---|
| Text2Cypher | 5 | 2 | Jun 9, 2026 |
|---|
| Focus Quality Assessment | 5 | 1 | Apr 3, 2026 |
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| Informative Path Planning | 5 | 1 | Apr 3, 2026 |
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| Human judgment correlation | 5 | 2 | Feb 18, 2026 |
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| Grounded Multi-Object Motion Transfer | 5 | 1 | Apr 2, 2026 |
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| Detection of paraphrased text | 5 | 1 | Feb 19, 2026 |
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| Grasp Pose Estimation | 5 | 3 | Jun 9, 2026 |
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| Multi-UAV Flocking and Navigation | 5 | 1 | Feb 21, 2026 |
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| Distributional Alignment | 5 | 3 | Jun 9, 2026 |
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| Multimodal Semantic Segmentation | 5 | 2 | Apr 6, 2026 |
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| Bipedal Locomotion | 5 | 2 | Jun 24, 2026 |
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| Class-Incremental Continual Learning | 5 | 3 | Feb 21, 2026 |
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| Multistep prediction | 5 | 2 | Jun 2, 2026 |
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| Code Debugging | 5 | 4 | May 27, 2026 |
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