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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 |
|---|---|---|---|---|
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 | |
| Traffic Detection | 7 | 2 | Jul 9, 2026 | |
| Paraphrasing | 7 | 5 | Apr 15, 2026 | |
| Blood Pressure Estimation | 7 | 2 | Apr 14, 2026 | |
| Soundscape Classification | 7 | 2 | May 21, 2026 | |
| Abstraction and Reasoning | 7 | 8 | Jun 26, 2026 | |
| Point Cloud Lossless Attribute Compression | 7 | 1 | Feb 21, 2026 | |
| Audio Coding | 7 | 4 | Jun 11, 2026 | |
| Music Popularity Prediction | 7 | 2 | Feb 21, 2026 | |
| Song Generation |
| 7 |
| 7 |
| Jun 30, 2026 |
| 2D Landmark Prediction | 7 | 2 | Apr 8, 2026 |
|---|
| Video-based Person Re-identification | 7 | 5 | Jul 3, 2026 |
|---|
| Behavior Prediction | 7 | 5 | Jul 9, 2026 |
|---|
| Multi-horizon forecasting | 7 | 2 | May 15, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Agentic Task Execution | 7 | 2 | Jun 11, 2026 |
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| Image-to-Image Generation | 7 | 7 | May 13, 2026 |
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| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
|---|
| Communication Delay Evaluation | 7 | 1 | Feb 19, 2026 |
|---|
| Organ-level semantic segmentation | 7 | 1 | Mar 31, 2026 |
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| Monocular Metric Depth Estimation | 7 | 5 | Jun 1, 2026 |
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| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 |
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| Text Normalization | 7 | 4 | Jun 24, 2026 |
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| Counterfactual effect estimation | 7 | 1 | Feb 18, 2026 |
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| PII Extraction | 7 | 4 | Jun 4, 2026 |
|---|