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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 |
|---|---|---|---|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Carrying a box | 4 | 1 | Feb 21, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| 3D MRI reconstruction | 4 | 3 | Jun 17, 2026 | |
| Place shoe | 4 | 3 | Mar 17, 2026 | |
| Copying Task | 4 | 2 | May 12, 2026 | |
| Urban Cable Routing | 4 | 1 | Feb 21, 2026 | |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 | |
| World Coordinate 3D Point Tracking on Dynamic Points |
|---|
| 4 |
| 1 |
| Mar 31, 2026 |
| Urban Planning | 4 | 2 | May 27, 2026 |
|---|
| Category-level retrieval | 4 | 3 | May 12, 2026 |
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| Occupation classification | 4 | 4 | Feb 18, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Composite Interception | 4 | 1 | Mar 31, 2026 |
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| Multi-arm motion planning | 4 | 3 | Jul 3, 2026 |
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| Automated Heuristic Discovery | 4 | 1 | Feb 21, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Single-channel Speech Separation | 4 | 1 | Feb 18, 2026 |
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| Depth-aware Video Panoptic Segmentation | 4 | 3 | Feb 18, 2026 |
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| Inter-lingual Subgraph Identification | 4 | 1 | Feb 18, 2026 |
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| Constraint-Guided Schematic Design | 4 | 1 | Feb 18, 2026 |
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| Incident Resolution | 4 | 1 | Feb 21, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| ODRL generation | 4 | 1 | Feb 21, 2026 |
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