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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 |
|---|---|---|---|---|---|
| Question Answering | TriviaQA | 50 | Jun 2, 2026 | ||
| Object Detection | Objects365 small objects (val) | 50 | Jun 2, 2026 | ||
| Object Detection | MS COCO small objects (val) | 50 | Jun 2, 2026 | ||
| Shapley interaction estimation | Diabetes | 50 | Jun 2, 2026 | ||
| Language Modeling | LAMBADA | 50 | Jul 7, 2026 | ||
| Code Generation | MBPP |
| 50 |
| May 29, 2026 |
| Tool-use agent performance | MetaTool | 50 | May 27, 2026 |
|---|
| Image Super-Resolution | Urban100 | 50 | May 26, 2026 |
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| Image Super-Resolution | BSD100 | 50 | May 26, 2026 |
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| Image Super-Resolution | Set14 | 50 | May 26, 2026 |
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| Spatial Reasoning | ReVSI | 50 | Jun 19, 2026 |
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| Multimodal Reasoning | MathVista | 50 | Jul 3, 2026 |
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| Code Generation | HumanEval | 50 | Jun 30, 2026 |
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| Video Understanding | OmniVideoBench | 50 | Jul 7, 2026 |
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| Degradation Severity Estimation | CT Patients: L506, L192, L310 (test) | 50 | May 19, 2026 |
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| Occupational AI Exposure Assessment | Occupations Claude usage most observed AI exposure Top 10 1.0 | 50 | May 18, 2026 |
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| Alzheimer's Diagnosis | OASIS-3 | 50 | Jun 11, 2026 |
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| Unconditional generation | OpenWebText unconditional generation L = 1024 | 50 | May 14, 2026 |
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| Response Prediction | Bargaining Cross-population transfer 1.0 (test) | 50 | May 13, 2026 |
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| Time Series Forecasting with Exogenous Variables | ETTh1 | 50 | May 13, 2026 |
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| Classification | HMDA (test) | 50 | May 12, 2026 |
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| Trajectory Estimation | M2DGR | 50 | May 12, 2026 |
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| Trajectory Estimation | NTU VIRAL | 50 | May 12, 2026 |
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| Node Classification | DBLP & ACM A to D | 50 | May 12, 2026 |
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| Long-context Understanding | LongBench | 50 | Jul 8, 2026 |
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