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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 |
|---|---|---|---|---|
| Correlation analysis between PBVC and ΔMoCA | 2 | 1 | Mar 16, 2026 | |
| Kinetic Parameter Prediction | 2 | 1 | Mar 16, 2026 | |
| LLM Inference Latency | 2 | 2 | May 8, 2026 | |
| Position and Orientation Estimation | 2 | 3 | Jun 4, 2026 | |
| Imitation error detection | 2 | 1 | Mar 16, 2026 | |
| Robotic Instrument Segmentation Task 1 | 2 | 1 | Feb 18, 2026 | |
| Black-box Targeted Adversarial Attack | 2 | 2 | May 27, 2026 | |
| Fine-grained Keystep Recognition | 2 | 1 | Feb 18, 2026 | |
| Robotic Instrument Segmentation Task 2 |
| 2 |
| 1 |
| Feb 18, 2026 |
| Streaming Video Reasoning | 2 | 2 | Apr 21, 2026 |
|---|
| Universal Retrieval | 2 | 1 | Mar 16, 2026 |
|---|
| Robotic Instrument Segmentation Task 3 | 2 | 1 | Feb 18, 2026 |
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| Multi-turn financial advisory dialogue | 2 | 2 | Jun 30, 2026 |
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| miscitation detection | 2 | 1 | Mar 16, 2026 |
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| Language understanding and knowledge | 2 | 4 | Mar 10, 2026 |
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| Critical View of Safety assessment | 2 | 3 | Jun 25, 2026 |
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| Biomedical domain adaptation | 2 | 1 | Mar 16, 2026 |
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| 3D reconstruction training efficiency | 2 | 1 | Mar 16, 2026 |
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| Operational Burden Evaluation | 2 | 1 | Mar 16, 2026 |
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| 4D Scene Editing | 2 | 1 | Mar 16, 2026 |
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| Pixel-based Control | 2 | 1 | Feb 18, 2026 |
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| Video-level A/H Recognition | 2 | 2 | Mar 19, 2026 |
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| Flood risk prediction | 2 | 1 | Mar 16, 2026 |
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| Fine-grained food classification | 2 | 1 | Feb 18, 2026 |
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| Multimodal Point Cloud Registration | 2 | 1 | Mar 16, 2026 |
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