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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 |
|---|---|---|---|---|
| Node Selection for Mixed-Integer Linear Programming | 6 | 1 | Feb 18, 2026 | |
| Class-agnostic instance segmentation | 6 | 5 | Apr 23, 2026 | |
| Distributed Optimization | 6 | 5 | Jun 9, 2026 | |
| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 | |
| Pick Bottles | 6 | 4 | Jun 23, 2026 | |
| Multi-object image generation | 6 | 2 | Jun 16, 2026 | |
| Dialogue act prediction | 6 | 1 | Feb 27, 2026 | |
| Open-Vocabulary Part Segmentation | 6 | 3 | May 20, 2026 | |
| Visual Dialogue | 6 | 6 | Feb 18, 2026 |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Robotic Pushing | 6 | 3 | Jun 16, 2026 |
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| Triplet Recognition | 6 | 6 | Jun 25, 2026 |
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| Autonomous rollout classification | 6 | 1 | Mar 31, 2026 |
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| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 |
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| Out-of-distribution (OOD) detection | 6 | 7 | May 21, 2026 |
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| Statistical Modeling | 6 | 1 | Mar 31, 2026 |
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| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
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| Zero-shot Relation Extraction | 6 | 1 | Feb 18, 2026 |
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| Unconditional CAD Generation | 6 | 4 | May 14, 2026 |
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| 3D Keypoint Detection | 6 | 2 | Feb 18, 2026 |
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| Weed map representation | 6 | 1 | Feb 21, 2026 |
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| Spatial-Temporal Video Super-Resolution | 6 | 1 | Feb 18, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| 3D Video Synthesis | 6 | 3 | Feb 18, 2026 |
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