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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 |
|---|---|---|---|---|
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Identity Customization | 6 | 3 | Jul 8, 2026 | |
| Weakly Supervised Object Detection | 6 | 5 | Apr 8, 2026 | |
| Code-switched text synthesis | 6 | 1 | Feb 18, 2026 | |
| Multi-object image generation | 6 | 2 | Jun 16, 2026 | |
| Inertial Navigation | 6 | 2 | Feb 21, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Robotic Instrument Segmentation | 6 | 1 | Feb 18, 2026 | |
| Weed map representation | 6 | 1 | Feb 21, 2026 |
| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 |
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| Autonomous rollout classification | 6 | 1 | Mar 31, 2026 |
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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Robot Obstacle Avoidance | 6 | 1 | Feb 18, 2026 |
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| Vectorized HD Map Construction | 6 | 9 | Mar 23, 2026 |
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| Skinning weight prediction | 6 | 3 | Feb 22, 2026 |
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| Multi-task Regression | 6 | 4 | May 8, 2026 |
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| Fluid Dynamics Forecasting | 6 | 2 | May 20, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Knowledge-Grounded Conversation | 6 | 2 | Feb 18, 2026 |
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| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 |
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| Saliency Heatmap Prediction | 6 | 1 | Feb 18, 2026 |
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| Text-based Game Playing | 6 | 4 | Jun 1, 2026 |
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| One-shot Classification | 6 | 1 | Feb 18, 2026 |
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| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
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| Medical Dialogue Generation | 6 | 4 | Jun 23, 2026 |
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