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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 |
|---|---|---|---|---|
| Language Steering | 5 | 2 | Apr 7, 2026 | |
| Extreme Multi-label Text Classification | 5 | 1 | Feb 18, 2026 | |
| Topic Clustering | 5 | 2 | Feb 22, 2026 | |
| Word Intrusion Detection | 5 | 1 | Apr 1, 2026 | |
| Adversarial jailbreak attack | 5 | 2 | May 12, 2026 | |
| Perineural Invasion (PNI) Classification | 5 | 1 | Apr 1, 2026 | |
| Target Search | 5 | 3 | Jun 5, 2026 | |
| Predicting answer correctness | 5 | 4 | Jun 2, 2026 | |
| Stereo Conversion | 5 | 3 | Jun 2, 2026 | |
| 5 |
| 1 |
| Feb 18, 2026 |
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 |
|---|
| Long-Document Question Answering | 5 | 2 | Apr 27, 2026 |
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| Short-term Traffic Forecasting | 5 | 2 | Apr 13, 2026 |
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| Interaction control | 5 | 2 | Jun 11, 2026 |
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| Multi-route generation | 5 | 2 | May 22, 2026 |
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| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
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| Vision Reasoning | 5 | 2 | May 19, 2026 |
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| Multi-turn Inference Latency | 5 | 1 | Apr 10, 2026 |
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| Early Action Recognition | 5 | 3 | Feb 27, 2026 |
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| Generalization | 5 | 4 | May 19, 2026 |
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| MILP separator configuration | 5 | 1 | Feb 18, 2026 |
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| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 |
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| LiDAR Novel View Synthesis | 5 | 1 | Feb 18, 2026 |
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| Asynchronous planning | 5 | 2 | Jun 2, 2026 |
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| Clustering (Color) | 5 | 3 | Feb 21, 2026 |
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