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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 |
|---|---|---|---|---|---|
| Survival Analysis | eICU (test) | 81 | May 19, 2026 | ||
| Time-series forecasting | Weather | 81 | Jun 1, 2026 | ||
| Perceived Risk Prediction | Scenario MB | 81 | Mar 17, 2026 | ||
| Machine Unlearning | TOFU Forget 10% | 81 | May 19, 2026 | ||
| Mathematical Reasoning | AIME 2024 | 81 | May 29, 2026 | ||
| Medical |
| MedMCQA |
| 81 |
| Jun 15, 2026 |
| Speculative Decoding | MT-bench | 81 | Jun 4, 2026 |
|---|
| Choice Probability Prediction | Visual Persuasion Pooled Tasks 1.0 | 81 | Feb 26, 2026 |
|---|
| Text Generation | NoveltyBench | 81 | May 4, 2026 |
|---|
| Mathematical Reasoning | AMC 23 | 81 | Mar 24, 2026 |
|---|
| Interactive Decision Making | ALFWorld (test) | 81 | Jun 30, 2026 |
|---|
| Medical Question Answering | MedBullets | 81 | Jul 3, 2026 |
|---|
| Sepsis treatment | MIMIC-IV (test) | 81 | May 15, 2026 |
|---|
| Mathematical Reasoning | AIME 2025 | 81 | Mar 20, 2026 |
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| Time Series Forecasting | DE | 81 | Mar 10, 2026 |
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| Time Series Forecasting | PJM | 81 | Mar 10, 2026 |
|---|
| Recommendation | ML1M | 81 | Apr 13, 2026 |
|---|
| Long Video Understanding | Video-MME Overall | 81 | Jun 9, 2026 |
|---|
| Deepfake Detection | DFD (test) | 81 | Apr 13, 2026 |
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| Text Classification | Amazon | 81 | Feb 26, 2026 |
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| Complex Reasoning | SCALE MultiChallenge | 81 | Jun 4, 2026 |
|---|
| Mathematical Reasoning | Overall | 81 | May 19, 2026 |
|---|
| Web Navigation | WebVoyager | 81 | Jun 23, 2026 |
|---|
| Object Hallucination Evaluation | MSCOCO 2014 (val) | 81 | May 29, 2026 |
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| Text Classification | IMDB (test) | 81 | Apr 15, 2026 |
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