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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 |
|---|---|---|---|---|
| Unconditional Molecule Generation | 13 | 16 | Jun 23, 2026 | |
| Binary Safety Classification | 13 | 4 | May 29, 2026 | |
| Hierarchical Planning | 13 | 1 | Feb 18, 2026 | |
| Proactive Assistance | 13 | 4 | Jun 4, 2026 | |
| Interactive Video Generation | 13 | 10 | Jun 17, 2026 | |
| Open-Set Object Detection | 13 | 3 | Apr 14, 2026 | |
| Keyword Extraction | 13 | 5 | Jun 9, 2026 | |
| Dynamic node classification | 13 | 7 | Jun 4, 2026 | |
| Drone Racing | 13 | 3 | Jun 26, 2026 | |
| 13 |
| 6 |
| Jun 2, 2026 |
| Video Relighting | 13 | 6 | Jun 30, 2026 |
|---|
| Robotic Exploration | 13 | 4 | May 25, 2026 |
|---|
| Image-to-Audio Retrieval | 13 | 7 | May 19, 2026 |
|---|
| Continuous Navigation | 13 | 4 | Jun 15, 2026 |
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| Model Ranking Prediction | 13 | 2 | May 19, 2026 |
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| 6D Object Pose Tracking | 13 | 5 | Apr 14, 2026 |
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| Sleep stage prediction | 13 | 2 | Feb 21, 2026 |
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| Graph Embedding | 13 | 1 | Apr 13, 2026 |
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| Sign Language Production | 13 | 8 | Jun 23, 2026 |
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| 3D Gaze Estimation | 13 | 5 | Mar 6, 2026 |
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| Generative Code Completion | 13 | 1 | Mar 13, 2026 |
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| Goal-conditioned navigation | 13 | 8 | Jun 24, 2026 |
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| Multi-robot collaborative handover | 12 | 1 | Feb 21, 2026 |
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| Generalized Few-Shot Object Detection | 12 | 4 | Feb 27, 2026 |
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| Single-image spatial reasoning | 12 | 3 | Jul 2, 2026 |
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