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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 |
|---|---|---|---|---|
| Tactile Localization | 5 | 2 | Apr 14, 2026 | |
| Multimodal Semantic Segmentation | 5 | 2 | Apr 6, 2026 | |
| Text2Cypher | 5 | 2 | Jun 9, 2026 | |
| Class-Incremental Continual Learning | 5 | 3 | Feb 21, 2026 | |
| Multistep prediction | 5 | 2 | Jun 2, 2026 | |
| Code Debugging | 5 | 4 | May 27, 2026 | |
| Fill-In-The-Blank | 5 | 3 | Feb 18, 2026 | |
| Focus Quality Assessment | 5 | 1 | Apr 3, 2026 | |
| Detection of paraphrased text | 5 | 1 | Feb 19, 2026 | |
| Grasp Pose Estimation |
|---|
| 5 |
| 3 |
| Jun 9, 2026 |
| Pendulum swing-up | 5 | 3 | Jun 5, 2026 |
|---|
| Multi-UAV Flocking and Navigation | 5 | 1 | Feb 21, 2026 |
|---|
| Burst Denoising | 5 | 4 | Feb 22, 2026 |
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| Dialogue Modeling | 5 | 3 | Jun 15, 2026 |
|---|
| Concept Recognition | 5 | 3 | May 12, 2026 |
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| Bipedal Locomotion | 5 | 2 | Jun 24, 2026 |
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| Knowledge Elicitation | 5 | 2 | May 29, 2026 |
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| Black-box Attack | 5 | 5 | Jun 17, 2026 |
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| Multivariate time series prediction | 5 | 5 | Feb 21, 2026 |
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| Audio Quality Evaluation | 5 | 4 | May 26, 2026 |
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| Multi-label Chest X-ray Classification | 5 | 5 | Jul 1, 2026 |
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| Scientific Data Compression | 5 | 2 | Apr 21, 2026 |
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| Authenticity Classification | 5 | 1 | Feb 21, 2026 |
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| Multi-attribute Controlled Text Generation | 5 | 2 | Feb 18, 2026 |
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| Language Modeling and Reasoning | 5 | 7 | Jun 12, 2026 |
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