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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 |
|---|---|---|---|---|
| Multi-task Average | 2 | 2 | Apr 13, 2026 | |
| LiDAR Geometry Compression | 2 | 1 | Mar 20, 2026 | |
| Model-free learning | 2 | 1 | Mar 20, 2026 | |
| Regret Bound Estimation | 2 | 1 | Mar 20, 2026 | |
| Embodied Dialog Localization | 2 | 1 | Feb 18, 2026 | |
| Pap Smear Image Classification | 2 | 1 | Feb 18, 2026 | |
| Relation Recognition | 2 | 1 | Feb 18, 2026 | |
| Variogram Preservation | 2 | 1 | Mar 20, 2026 | |
| Multi-Robot Collaboration Planning | 2 | 1 |
| Mar 20, 2026 |
| MSI prediction | 2 | 2 | Feb 21, 2026 |
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| Material Application | 2 | 1 | Feb 20, 2026 |
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| Soil Organic Carbon (SOC) estimation | 2 | 1 | Feb 20, 2026 |
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| Nitrogen (N) estimation | 2 | 1 | Feb 20, 2026 |
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| Phosphorus (P) estimation | 2 | 1 | Feb 20, 2026 |
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| Potassium (K) estimation | 2 | 1 | Feb 20, 2026 |
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| Continuous Vector Optimization | 2 | 1 | Mar 20, 2026 |
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| Clinical Structured Data Extraction | 2 | 1 | Mar 20, 2026 |
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| Gaze Direction Verification | 2 | 1 | Mar 20, 2026 |
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| Real-robot Manipulation | 2 | 1 | Mar 19, 2026 |
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| Multi-type Anomaly Segmentation | 2 | 1 | Feb 20, 2026 |
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| Object Visual Question Answering (Multiple Choice) | 2 | 1 | Feb 20, 2026 |
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| Object Visual Question Answering (Open Ended) | 2 | 1 | Feb 20, 2026 |
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| 3D Referring Expression Segmentation (3DRES) | 2 | 1 | Mar 19, 2026 |
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| Text Visual Question Answering (Open Ended) | 2 | 1 | Feb 20, 2026 |
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| Object-centric Typographic Robustness (Binary Choice) | 2 | 1 | Feb 20, 2026 |
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