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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 |
|---|---|---|---|---|
| Lane change classification | 2 | 1 | Mar 18, 2026 | |
| Uncertainty Mass Concentration | 2 | 1 | Feb 20, 2026 | |
| Uncertainty Rank Consistency | 2 | 1 | Feb 20, 2026 | |
| US elections prediction | 2 | 1 | Mar 18, 2026 | |
| US accidents prediction | 2 | 1 | Mar 18, 2026 | |
| Threshold Tightness Evaluation | 2 | 1 | Feb 20, 2026 | |
| Housing prices prediction | 2 | 1 | Mar 18, 2026 | |
| Pedestrian Image Captioning | 2 | 1 | Feb 18, 2026 | |
| Movie revenues prediction |
| 2 |
| 1 |
| Mar 18, 2026 |
| Heads-Up No-Limit Texas Hold'em | 2 | 2 | May 29, 2026 |
|---|
| Trajectory following | 2 | 2 | Feb 20, 2026 |
|---|
| Text Sorting | 2 | 1 | Mar 18, 2026 |
|---|
| Pedestrian Animation Synthesis | 2 | 1 | Feb 18, 2026 |
|---|
| Name Classification | 2 | 2 | Apr 14, 2026 |
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| Big-Bench Hard | 2 | 2 | Apr 21, 2026 |
|---|
| COVID detection | 2 | 2 | May 13, 2026 |
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| Autonomous Machine Learning Engineering | 2 | 8 | May 22, 2026 |
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| Factor Loading Estimation | 2 | 1 | Mar 18, 2026 |
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| Matrix Exponential Approximation | 2 | 1 | Feb 27, 2026 |
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| Matrix Logarithm Approximation | 2 | 1 | Feb 27, 2026 |
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| Matrix Sign Approximation | 2 | 1 | Feb 27, 2026 |
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| Multi-discipline Multimodal Reasoning | 2 | 3 | Apr 15, 2026 |
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| Re-entrancy Detection | 2 | 1 | Mar 18, 2026 |
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| Matrix Sine Approximation | 2 | 1 | Feb 27, 2026 |
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| Event-based Semantic Segmentation | 2 | 3 | Feb 18, 2026 |
|---|