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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 |
|---|---|---|---|---|
| Detection of paraphrased text | 5 | 1 | Feb 19, 2026 | |
| Concept Recognition | 5 | 3 | May 12, 2026 | |
| Multivariate time series prediction | 5 | 5 | Feb 21, 2026 | |
| 3D object completion | 5 | 3 | Apr 14, 2026 | |
| Pendulum swing-up | 5 | 3 | Jun 5, 2026 | |
| Focus Quality Assessment | 5 | 1 | Apr 3, 2026 | |
| Tactile Localization | 5 | 2 | Apr 14, 2026 | |
| Multi-attribute Controlled Text Generation | 5 | 2 | Feb 18, 2026 | |
| Grounded Multi-Object Motion Transfer | 5 | 1 | Apr 2, 2026 | |
| Web Agent |
|---|
| 5 |
| 5 |
| Jun 24, 2026 |
| Multi-UAV Flocking and Navigation | 5 | 1 | Feb 21, 2026 |
|---|
| Grasp Pose Estimation | 5 | 3 | Jun 9, 2026 |
|---|
| Aspect Category Detection | 5 | 2 | Feb 18, 2026 |
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| Audio Quality Evaluation | 5 | 4 | May 26, 2026 |
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| Garment Folding | 5 | 5 | Jul 7, 2026 |
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| Informative Path Planning | 5 | 1 | Apr 3, 2026 |
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| Bipedal Locomotion | 5 | 2 | Jun 24, 2026 |
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| Sequence Verification | 5 | 1 | Feb 18, 2026 |
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| Language Modeling and Reasoning | 5 | 7 | Jun 12, 2026 |
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| Event processing | 5 | 1 | Apr 2, 2026 |
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| Point forecasting | 5 | 5 | Jul 3, 2026 |
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| Process prediction | 5 | 1 | Apr 2, 2026 |
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| Machine Translation (En-Fr) | 5 | 5 | Jun 16, 2026 |
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| Interactive Medical Diagnosis | 5 | 1 | Feb 19, 2026 |
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| Semantic Fidelity | 5 | 2 | Apr 23, 2026 |
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