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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 |
|---|---|---|---|---|
| Multi-object image generation | 6 | 2 | Jun 16, 2026 | |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 | |
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 | |
| Instance Matting | 6 | 3 | Feb 20, 2026 | |
| Backdoor Trigger Recovery | 6 | 1 | Feb 18, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Zero-shot Relation Extraction | 6 | 1 | Feb 18, 2026 | |
| DSL Evaluation | 6 | 1 | Feb 18, 2026 |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Text Translation | 6 | 1 | Feb 18, 2026 |
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| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
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| Statistical Modeling | 6 | 1 | Mar 31, 2026 |
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| Maximum Common Connected Subgraph (MCCS) Similarity Estimation | 6 | 1 | Feb 18, 2026 |
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| Robotic Pushing | 6 | 3 | Jun 16, 2026 |
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| Supervised Word Alignment | 6 | 1 | Feb 18, 2026 |
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| 3D Video Synthesis | 6 | 3 | Feb 18, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Slide-Level Subtyping | 6 | 1 | Feb 18, 2026 |
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| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 |
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| Autonomous rollout classification | 6 | 1 | Mar 31, 2026 |
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| Model Performance Prediction | 6 | 3 | Feb 18, 2026 |
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| Phase classification | 6 | 3 | Feb 18, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| Backdoor Attack Defense | 6 | 4 | Jul 1, 2026 |
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