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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 |
|---|---|---|---|---|
| Carbon Intensity Forecasting | 3 | 1 | Feb 18, 2026 | |
| Symmetry axis detection | 3 | 1 | Feb 18, 2026 | |
| Volumetric prediction | 3 | 1 | Feb 18, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| 3D Point Cloud Completion | 3 | 2 | Jun 11, 2026 | |
| Research Proposal Ranking | 3 | 1 | Feb 20, 2026 | |
| Selection Classification (Anomaly Detection) | 3 | 1 | Feb 20, 2026 | |
| Context-window selection |
| 3 |
| 1 |
| Mar 27, 2026 |
| Audio referred image grounding | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-person Human Pose Estimation | 3 | 2 | May 14, 2026 |
|---|
| Rotation Regression | 3 | 2 | Feb 21, 2026 |
|---|
| Infographic Question Answering | 3 | 12 | May 26, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Atlas-Based Registration | 3 | 1 | Feb 18, 2026 |
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| Fine-grained Generic Event Boundary Detection | 3 | 1 | Feb 20, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Coarse-grained Generic Event Boundary Detection | 3 | 1 | Feb 20, 2026 |
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| Code Generation and Watermark Detection | 3 | 1 | Feb 18, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Mitosis Detection | 3 | 2 | May 13, 2026 |
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| Event Partonomy Prediction | 3 | 1 | Feb 20, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Temporal Action Classification | 3 | 2 | Apr 27, 2026 |
|---|