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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 |
|---|---|---|---|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Key Pair Generation | 7 | 2 | Jul 7, 2026 | |
| Hand-Object Pose Estimation | 7 | 6 | Jul 3, 2026 | |
| Monocular Metric Depth Estimation | 7 | 5 | Jun 1, 2026 | |
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 | |
| Multi-horizon forecasting | 7 | 2 | May 15, 2026 | |
| Counterfactual effect estimation | 7 | 1 | Feb 18, 2026 | |
| Keypoint Transfer | 7 | 7 | Feb 18, 2026 |
| Reacher Easy | 7 | 6 | May 18, 2026 |
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| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Short Video Question Answering | 7 | 3 | Jun 11, 2026 |
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| Title Generation | 7 | 4 | Jun 4, 2026 |
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| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 |
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| Abductive Reasoning | 7 | 5 | May 11, 2026 |
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| 4x Video Super-Resolution | 7 | 5 | Feb 18, 2026 |
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| Lesion Tracking | 7 | 4 | May 25, 2026 |
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| Button Pressing | 7 | 5 | Jul 1, 2026 |
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| Dose-response estimation | 7 | 2 | May 12, 2026 |
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| Communication Delay Evaluation | 7 | 1 | Feb 19, 2026 |
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| Privacy Attribute Recognition | 7 | 4 | May 20, 2026 |
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| Video Decoding | 7 | 4 | Jun 4, 2026 |
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| Iris Segmentation | 7 | 2 | Feb 21, 2026 |
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| PII Extraction | 7 | 4 | Jun 4, 2026 |
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| Response Similarity | 7 | 2 | May 13, 2026 |
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