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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 |
|---|---|---|---|---|
| Entity identification | 2 | 2 | Jun 30, 2026 | |
| Architecture Generation | 2 | 1 | Mar 19, 2026 | |
| Multi-class debiasing | 2 | 1 | Feb 18, 2026 | |
| Instance Reconstruction | 2 | 1 | Feb 18, 2026 | |
| Instance Matching | 2 | 1 | Feb 18, 2026 | |
| Statute Retrieval | 2 | 1 | Feb 20, 2026 | |
| End-to-end multi-object relocalization and reconstruction | 2 | 1 | Feb 18, 2026 | |
| Robot Picking | 2 | 1 | Mar 18, 2026 | |
| Paint Bucket Colorization | 2 | 1 | Feb 18, 2026 | |
| Interactive part segmentation |
|---|
| 2 |
| 1 |
| Mar 18, 2026 |
| Multimodal Sentiment Classification | 2 | 3 | May 21, 2026 |
|---|
| Video Text Generation | 2 | 2 | Feb 18, 2026 |
|---|
| Session-level watch-time prediction | 2 | 1 | Feb 20, 2026 |
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| Momentary Observation Trajectory Prediction | 2 | 1 | Feb 18, 2026 |
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| Video-level watch-time prediction | 2 | 1 | Feb 20, 2026 |
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| Coordination Detection | 2 | 1 | Feb 18, 2026 |
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| Zero-shot classification fairness | 2 | 1 | Mar 20, 2026 |
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| Paper Acceptance Decision | 2 | 2 | May 27, 2026 |
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| Scientific Research Automation | 2 | 1 | Mar 19, 2026 |
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| Deformable Object Manipulation | 2 | 2 | Jul 3, 2026 |
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| Audio Watermark Decoding | 2 | 1 | Mar 18, 2026 |
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| Long-generation reasoning | 2 | 1 | Feb 20, 2026 |
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| Matrix Exponential Approximation | 2 | 1 | Feb 27, 2026 |
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| EEG-to-Text Retrieval | 2 | 1 | Feb 20, 2026 |
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| Knowledge-enhanced Text Generation | 2 | 1 | Mar 18, 2026 |
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