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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 |
|---|---|---|---|---|
| Systematic Generalization | 5 | 2 | Feb 27, 2026 | |
| Summarization (Groundedness) | 5 | 1 | Feb 18, 2026 | |
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 | |
| Privacy Violation Detection | 5 | 3 | Feb 21, 2026 | |
| Tumor Detection and Segmentation | 5 | 1 | Feb 18, 2026 | |
| Vision Reasoning | 5 | 2 | May 19, 2026 | |
| StackCube | 5 | 5 | Jul 2, 2026 | |
| Natural Language Reasoning | 5 | 6 | May 25, 2026 | |
| Text-based safety moderation | 5 | 7 |
| Jun 23, 2026 |
| Multi-label CXR Classification | 5 | 1 | Feb 18, 2026 |
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| Social Gaze Prediction | 5 | 2 | May 27, 2026 |
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| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
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| Social Robot Navigation | 5 | 2 | Jul 2, 2026 |
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| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
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| Close | 5 | 3 | Jun 12, 2026 |
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| Identity-preserving Image Generation | 5 | 3 | Mar 17, 2026 |
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| Stock price movement prediction | 5 | 2 | Apr 23, 2026 |
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| Tool Use Evaluation | 5 | 6 | Apr 30, 2026 |
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| Poker | 5 | 2 | May 19, 2026 |
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| Partial MaxSAT | 5 | 1 | Feb 18, 2026 |
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| Weighted Partial MaxSAT | 5 | 1 | Feb 18, 2026 |
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| Financial Performance Evaluation | 5 | 3 | Apr 14, 2026 |
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| Robotic Arm Manipulation | 5 | 4 | Jul 3, 2026 |
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| Multilingual Evaluation | 5 | 4 | May 28, 2026 |
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| Atomic model building | 5 | 2 | May 12, 2026 |
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