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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 |
|---|---|---|---|---|---|
| Sentiment Classification | SST-2 | 58 | Apr 15, 2026 | ||
| Mathematical Reasoning | AIME 26 | 58 | May 29, 2026 | ||
| Mathematical Reasoning | GSM8K (test) | 58 | May 20, 2026 | ||
| Adversarial Attack | Yelp | 58 | May 26, 2026 | ||
| Image-to-Code Generation | STEM2Code-Eval (1k samples) | 58 |
| Mar 12, 2026 |
| Long-term forecasting | Weather | 58 | Jul 9, 2026 |
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| General QA | PopQA | 58 | May 11, 2026 |
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| Out-of-Distribution Detection | ImageNet Far-OOD | 58 | Apr 20, 2026 |
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| Video Temporal Grounding | ActivityNet Grounding | 58 | Mar 9, 2026 |
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| Micro-expression recognition | CASME II 5-class | 58 | Jun 29, 2026 |
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| Mathematical Reasoning | DeepMath | 58 | Jun 5, 2026 |
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| Large Language Model Evaluation | MMLU, GSM8k, HellaSwag, WinoGrande | 58 | Mar 4, 2026 |
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| Video Frame Interpolation | Vimeo90K septuplet | 58 | Mar 4, 2026 |
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| Omni-modal agentic tasks | OmniGAIA | 58 | Jun 15, 2026 |
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| Reasoning | StrategyQA | 58 | Jun 30, 2026 |
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| Diagram Understanding | AI2D 1.0 (test) | 58 | Feb 27, 2026 |
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| Reasoning | AIME 24 | 58 | Mar 10, 2026 |
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| Deep Research | DeepResearch Bench | 58 | Jul 2, 2026 |
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| Image Classification | EUROSAT | 58 | May 22, 2026 |
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| Code generation | MBPP | 58 | May 27, 2026 |
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| Trajectory Planning | NuScenes | 58 | May 27, 2026 |
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| Mathematical Problem Solving | MinervaMath (test) | 58 | Jun 16, 2026 |
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| Molecule Generation | QM9 2014 (test) | 58 | Jun 1, 2026 |
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| Time Series Forecasting | Tourism Quarterly | 58 | Apr 14, 2026 |
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| Graph Anomaly Detection | T-Finance | 58 | May 28, 2026 |
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