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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 |
|---|---|---|---|---|
| Targeted Failure Generation | 3 | 1 | Feb 21, 2026 | |
| Velocity decoding | 3 | 1 | Feb 21, 2026 | |
| Fruit Grading | 3 | 1 | Mar 31, 2026 | |
| Transition Prediction | 3 | 2 | May 13, 2026 | |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| 1H NMR chemical shift prediction | 3 | 1 | Feb 21, 2026 | |
| Unconditional Language Generation | 3 | 3 | Jun 24, 2026 | |
| Solving Navier-Stokes equations | 3 | 2 | Apr 16, 2026 | |
| Factor of Variation Prediction | 3 | 1 | Feb 18, 2026 | |
| Solar flare forecasting |
|---|
| 3 |
| 1 |
| Feb 27, 2026 |
| GPCR-ligand interaction prediction | 3 | 1 | Feb 21, 2026 |
|---|
| RNA inverse folding | 3 | 2 | Mar 23, 2026 |
|---|
| Lipreading | 3 | 2 | Feb 18, 2026 |
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| Symbolic and Logical Reasoning | 3 | 4 | May 26, 2026 |
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| Distributional Approximation | 3 | 1 | Feb 21, 2026 |
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| Urban Time Series Prediction | 3 | 1 | Feb 18, 2026 |
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| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
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| Video-Language Entailment | 3 | 1 | Feb 18, 2026 |
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| 3D Multi-person Pose Estimation (In-domain) | 3 | 1 | Feb 18, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Driving Scene Generation | 3 | 6 | Jul 8, 2026 |
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| Maximum Clique Problem | 3 | 2 | Feb 22, 2026 |
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| Vehicle Routing Problem with Time Windows (VRPTW) | 3 | 2 | Jun 11, 2026 |
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| Vehicle Routing Problem with Release Stations | 3 | 1 | Feb 21, 2026 |
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