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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 |
|---|---|---|---|---|
| Joint Completion | 2 | 1 | Feb 18, 2026 | |
| chemistry reasoning | 2 | 3 | Jul 2, 2026 | |
| Nodule Detection | 2 | 2 | Feb 20, 2026 | |
| Compliance Classification | 2 | 2 | May 25, 2026 | |
| Multi-Evidence Aggregation | 2 | 2 | Mar 18, 2026 | |
| Multi-Intent Spoken Language Understanding | 2 | 3 | Feb 18, 2026 | |
| Token-level identification of extractive spans | 2 | 1 | Feb 18, 2026 | |
| Backdoor Rectification | 2 | 1 | Mar 18, 2026 | |
| Multi-attribute Conditional Text Generation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Note-level Singing Voice Transcription | 2 | 1 | Feb 18, 2026 |
|---|
| Continuous Vector Optimization | 2 | 1 | Mar 20, 2026 |
|---|
| Object TTC estimation | 2 | 1 | Mar 18, 2026 |
|---|
| Moral Alignment Evaluation | 2 | 1 | Mar 17, 2026 |
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| Crop Prediction | 2 | 2 | May 4, 2026 |
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| Dynamic Manipulation | 2 | 3 | Jul 7, 2026 |
|---|
| Multi-step navigation and information location | 2 | 1 | Mar 17, 2026 |
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| 3D Deformable Image Registration | 2 | 1 | Mar 18, 2026 |
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| 3D lithography mask simulation | 2 | 1 | Mar 17, 2026 |
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| 2D lithography mask simulation | 2 | 1 | Mar 17, 2026 |
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| Vascular Skeleton Extraction | 2 | 1 | Mar 17, 2026 |
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| Paraphrased text span detection | 2 | 1 | Feb 27, 2026 |
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| Image-to-Textual Recipe Retrieval | 2 | 3 | Feb 25, 2026 |
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| 3D Hand Avatar Reconstruction | 2 | 1 | Feb 18, 2026 |
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| 3D Hand Modeling | 2 | 2 | Jun 16, 2026 |
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| Prompt Inversion | 2 | 2 | May 25, 2026 |
|---|