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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Next Action Prediction | User-specific next action prediction dataset 20 users 1.0 (Individual Users and Mean Performance) | 126 | Mar 9, 2026 | ||
| High-resolution perception | HR Bench 4K | 126 | Jul 2, 2026 | ||
| Autonomous Driving Planning | NAVSIM v1 | 126 | May 21, 2026 | ||
| Regression | Dst index (test) | 126 | Feb 26, 2026 | ||
| Clustering | LandUse-21 |
| 126 |
| Jun 4, 2026 |
| Structured Web Data Extraction | SWDE | 126 | May 6, 2026 |
|---|
| Math | MATH-500 | 126 | Jun 26, 2026 |
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| Math Reasoning | GSM8K | 126 | Feb 26, 2026 |
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| Video generation | VBench | 126 | Mar 9, 2026 |
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| Image Quality Assessment | KonIQ-10k | 126 | Apr 14, 2026 |
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| Long-term Time Series Forecasting | Solar-Energy | 126 | May 19, 2026 |
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| Logical Reasoning | FOLIO | 126 | May 11, 2026 |
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| Base-to-New Generalization | FGVCAircraft | 126 | Jul 8, 2026 |
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| Novel View Synthesis | MipNeRF 360 Indoor | 126 | May 11, 2026 |
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| Time Series Imputation | ETTh2 | 126 | Jul 9, 2026 |
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| Skeleton-based Action Recognition | NTU RGB+D 60 (X-View) | 126 | Feb 26, 2026 |
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| Environmental sound classification | FSD50K | 126 | Jun 4, 2026 |
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| Speaker Recognition | VoxCeleb1 (test) | 126 | Feb 26, 2026 |
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| Node Classification | DBLP | 126 | May 14, 2026 |
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| Text Detection | Total-Text (test) | 126 | Feb 26, 2026 |
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| Monocular Depth Estimation | KITTI 80m maximum depth (Eigen) | 126 | Feb 26, 2026 |
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| Node Classification | PPI (test) | 126 | May 19, 2026 |
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| Object Detection | PASCAL VOC | 126 | May 13, 2026 |
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| Molecular Property Prediction | MoleculeNet BACE (scaffold) | 126 | Jun 25, 2026 |
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| Multivariate Forecasting | Electricity | 126 | Jul 8, 2026 |
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