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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 |
|---|---|---|---|---|---|
| Jailbreaking | JailbreakBench | 53 | May 6, 2026 | ||
| PDE solving | Poisson 2D (test) | 53 | Jun 25, 2026 | ||
| Mortality Prediction | eICU | 53 | May 12, 2026 | ||
| Knowledge Tracing | Assistments 2009 | 53 | May 12, 2026 | ||
| Infrared Small Target Detection | SIRST3 (test) | 53 | May 15, 2026 | ||
| Visual Search |
| V* |
| 53 |
| Jun 30, 2026 |
| NC vs. MCI classification | ADNI | 53 | Jun 19, 2026 |
|---|
| Text-to-image generation | HPD v2 (test) | 53 | Jun 11, 2026 |
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| Document Visual Question Answering | SlideVQA | 53 | May 15, 2026 |
|---|
| Diagnostic Classification | UBC-OCEAN | 53 | Mar 24, 2026 |
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| Camera pose estimation | YFCC100M Known Scene | 53 | Jun 4, 2026 |
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| Virtual Staining | MIST HER2 | 53 | Jun 11, 2026 |
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| Video Multimodal Understanding | VideoMMMU | 53 | May 28, 2026 |
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| Novel View Synthesis | DeepBlending (test) | 53 | Jun 9, 2026 |
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| Mortality Prediction | MIMIC-IV | 53 | Jun 30, 2026 |
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| Visual Question Answering | OCRBench | 53 | Jul 7, 2026 |
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| Language Understanding | Polish Open Leaderboard | 53 | Apr 14, 2026 |
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| Downstream Performance Evaluation | CORE | 53 | May 22, 2026 |
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| Optimization Modeling | NL4Opt | 53 | Apr 23, 2026 |
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| Multi-Hop Question Answering | HotpotQA in-domain | 53 | Jun 9, 2026 |
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| Irregular Time-Series Classification | E-MNIST | 53 | May 7, 2026 |
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| Mathematical reasoning | MathVision (test) | 53 | Mar 16, 2026 |
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| Reasoning | GPQA-D | 53 | May 12, 2026 |
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| Spatial Reasoning | OmniSpatial (test) | 53 | Mar 4, 2026 |
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| Red-teaming Safety Evaluation | StrongReject | 53 | Apr 23, 2026 |
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