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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 |
|---|---|---|---|---|
| Temporal Sentiment Localization | 2 | 1 | Mar 17, 2026 | |
| Human amodal completion | 2 | 1 | Mar 17, 2026 | |
| Planar motion estimation | 2 | 1 | Mar 17, 2026 | |
| Free-form generation | 2 | 2 | Jun 18, 2026 | |
| Open-domain Dialogue Evaluation | 2 | 1 | Feb 18, 2026 | |
| Perspective-Specific Summarization | 2 | 1 | Feb 18, 2026 | |
| Multi-View Detection | 2 | 3 | Mar 26, 2026 | |
| Hourly deterioration prediction | 2 | 1 | Mar 17, 2026 | |
| Deep mutational scanning validation |
| 2 |
| 1 |
| Mar 17, 2026 |
| Multi-video understanding | 2 | 2 | Jul 2, 2026 |
|---|
| Code-mixing addition | 2 | 1 | Feb 18, 2026 |
|---|
| Video-Audio Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Banana-picking | 2 | 1 | Mar 17, 2026 |
|---|
| Vascular Skeleton Extraction | 2 | 1 | Mar 17, 2026 |
|---|
| Pick Spray&Can | 2 | 1 | Mar 17, 2026 |
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| Sanitizer-pressing | 2 | 1 | Mar 17, 2026 |
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| Kettle-pulling | 2 | 1 | Mar 17, 2026 |
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| RTL Delay Prediction | 2 | 2 | Jun 1, 2026 |
|---|
| Multimodal Optical Character Recognition | 2 | 5 | Mar 18, 2026 |
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| Volumetric Mapping | 2 | 1 | Mar 17, 2026 |
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| Molecule-Cell Interaction | 2 | 1 | Mar 17, 2026 |
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| Fiction Generation | 2 | 1 | Mar 17, 2026 |
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| Molecule-Protein Interaction | 2 | 1 | Mar 17, 2026 |
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| LLM Robustness Evaluation | 2 | 2 | Mar 20, 2026 |
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| Person-following Navigation | 2 | 1 | Mar 17, 2026 |
|---|