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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 |
|---|---|---|---|---|
| Aerodynamic field prediction | 4 | 3 | May 22, 2026 | |
| Multi-agent unit micromanagement | 4 | 1 | Feb 18, 2026 | |
| EEG-based Emotion Recognition | 4 | 2 | Jun 11, 2026 | |
| Face Recognition Confidence Calibration | 4 | 2 | Jun 4, 2026 | |
| Description | 4 | 2 | Jun 16, 2026 | |
| Quantitative Solute-Solvent Interaction | 4 | 2 | Feb 18, 2026 | |
| Binary safety hallucination detection | 4 | 1 | Apr 24, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| Qualitative Drug-Drug Interaction Prediction |
| 4 |
| 1 |
| Feb 18, 2026 |
| HD map construction | 4 | 4 | Jul 1, 2026 |
|---|
| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
|---|
| Hurst estimation | 4 | 1 | Feb 21, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
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| Image-text-to-text retrieval | 4 | 3 | Feb 19, 2026 |
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| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
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| Adversarial Attack on Deepfake Detectors | 4 | 1 | Feb 18, 2026 |
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| Deepfake Attack | 4 | 1 | Feb 18, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| Document Simplification | 4 | 2 | Feb 18, 2026 |
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| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| Put Carrot on Plate | 4 | 4 | Jul 3, 2026 |
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