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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 |
|---|---|---|---|---|
| 2D Grounding | 2 | 2 | Apr 24, 2026 | |
| Path Deviation Detection | 2 | 1 | Mar 17, 2026 | |
| Interleave Grounding | 2 | 1 | Feb 18, 2026 | |
| Interleave Retrieval | 2 | 1 | Feb 18, 2026 | |
| Alignment score comparison | 2 | 1 | Feb 18, 2026 | |
| Secure Transformer Inference | 2 | 2 | Apr 14, 2026 | |
| Policy comparison | 2 | 1 | Mar 17, 2026 | |
| Near Anomaly Detection | 2 | 1 | Feb 18, 2026 | |
| Patient Clustering | 2 | 1 | Mar 17, 2026 |
| Myocardial T1 SD estimation | 2 | 1 | Feb 18, 2026 |
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| Scientific Natural Language Inference | 2 | 1 | Feb 18, 2026 |
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| Garment Transfer | 2 | 1 | Feb 18, 2026 |
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| Failure Reasoning and Correction | 2 | 1 | Mar 17, 2026 |
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| Zero-Shot Video Classification | 2 | 1 | Feb 25, 2026 |
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| Hand Mesh Recovery | 2 | 2 | Feb 18, 2026 |
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| Class-agnostic 3D Object Detection | 2 | 2 | Mar 16, 2026 |
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| Interactive long video generation | 2 | 2 | Jun 1, 2026 |
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| Document Image Classification | 2 | 3 | Feb 18, 2026 |
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| Image Guided Audio Temporal Localization | 2 | 1 | Feb 18, 2026 |
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| fMRI time series forecasting | 2 | 1 | Mar 17, 2026 |
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| 3D Intention Prediction | 2 | 1 | Mar 17, 2026 |
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| Database Searching | 2 | 1 | Mar 17, 2026 |
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| Continual Robot Manipulation | 2 | 2 | Jun 26, 2026 |
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| Reach-avoid navigation | 2 | 2 | Jun 23, 2026 |
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| Depth Consistency Evaluation | 2 | 1 | Feb 18, 2026 |
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