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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 |
|---|---|---|---|---|---|
| PDE Solving | Poisson | 30 | May 13, 2026 | ||
| Pairwise Preference Comparison | Pairwise Preference Comparisons 1.5B Scale (test) | 30 | Feb 26, 2026 | ||
| Pairwise Preference Comparison | Qwen2.5-3B responses (test) | 30 | Feb 26, 2026 | ||
| Mathematical Reasoning | MATH Target domain | 30 | Feb 26, 2026 | ||
| Mathematical Reasoning | Source domain |
| 30 |
| Feb 26, 2026 |
| Risky Sample Transferability | ImageNet | 30 | Feb 26, 2026 |
|---|
| Mathematical reasoning | AIME 2024-2025 | 30 | Jun 11, 2026 |
|---|
| Time-Varying Graph Signal Reconstruction | Long-span Cable-stayed Bridge (test) | 30 | Feb 26, 2026 |
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| General Reasoning | BBH (Big-Bench-Hard) (test) | 30 | May 12, 2026 |
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| Federated Learning | ACSIncome | 30 | Feb 26, 2026 |
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| Time Series Forecasting | Traffic | 30 | Feb 26, 2026 |
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| EEG classification | CHB-MIT | 30 | Mar 6, 2026 |
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| Classification | ECG | 30 | Apr 7, 2026 |
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| Mathematical Reasoning | GSM8K (test) | 30 | Feb 26, 2026 |
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| Network Traffic Matrix Prediction | Abilene | 30 | Feb 26, 2026 |
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| Air Quality Forecasting | China regional air quality | 30 | Apr 14, 2026 |
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| Clustering | DLPFC | 30 | Feb 26, 2026 |
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| Time Series Forecasting | Monthly Sunspots | 30 | Feb 26, 2026 |
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| Time series forecasting | Electricity_Load (test) | 30 | Feb 26, 2026 |
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| Time series forecasting | Daily_Min_Temperature (test) | 30 | Feb 26, 2026 |
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| Medical Image Classification | CheXpert High Non-IID Level | 30 | Feb 26, 2026 |
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| Medical Image Classification | CheXpert Medium Non-IID Level | 30 | Feb 26, 2026 |
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| Medical Image Classification | CheXpert Low Non-IID Level | 30 | Feb 26, 2026 |
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| Counterfactual Explanation Generation | Iris | 30 | May 29, 2026 |
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| Tabular Anomaly Detection | Yeast | 30 | Feb 26, 2026 |
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