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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 |
|---|---|---|---|---|---|
| Jailbreak Attack | JailBreakV_28K | 57 | May 12, 2026 | ||
| RGB-T Salient Object Detection | VT5000 | 57 | Jul 1, 2026 | ||
| dynamic link prediction | Social Evo. (transductive) | 57 | Jun 4, 2026 | ||
| Anomaly Detection | Brain Tumor Br35H5 (test) | 57 | Mar 4, 2026 | ||
| Anomaly Detection | RSNA Chest X-ray lung opacity (test) | 57 | Mar 4, 2026 | ||
| Anomaly Detection |
| HIS Derived from Camelyon16 (test) |
| 57 |
| Mar 4, 2026 |
| Short-term forecasting | M4 Weighted Average | 57 | Jun 1, 2026 |
|---|
| Text-based Person Re-identification | RSTPReid | 57 | Jun 2, 2026 |
|---|
| Video Understanding | MSRVTT | 57 | Jun 24, 2026 |
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| Personalized Question Answering | LaMP-QA (test) | 57 | May 14, 2026 |
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| Surface Reconstruction | DTU | 57 | Jun 8, 2026 |
|---|
| Classification | RetinaMNIST | 57 | Jun 2, 2026 |
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| Math Reasoning | AMC 2023 (test) | 57 | May 4, 2026 |
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| Depth Estimation | ARKitScenes | 57 | Feb 26, 2026 |
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| Audio Reasoning | MMAR (test) | 57 | Apr 21, 2026 |
|---|
| Spatial Reasoning | BLINK | 57 | Jun 16, 2026 |
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| Mathematical Reasoning | Minerva | 57 | Mar 5, 2026 |
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| Continual Learning | Tiny ImageNet Split | 57 | Feb 26, 2026 |
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| Continual Learning | ImageNet Split Tiny | 57 | Feb 26, 2026 |
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| Question Answering | Bamboogle (test) | 57 | Jun 30, 2026 |
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| Robotic Manipulation | Robomimic Can | 57 | Jun 30, 2026 |
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| Multi-view Clustering | ALOI | 57 | Jun 29, 2026 |
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| Bitcoin Price Prediction | Bitcoin | 57 | Mar 16, 2026 |
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| Autonomous Machine Learning Engineering | MLE-Bench Lite | 57 | May 22, 2026 |
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| Reinforcement Learning | Ant v5 | 57 | Mar 13, 2026 |
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