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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 |
|---|---|---|---|---|---|
| Text-to-SQL | Spider Lite 2.0 | 46 | Jun 11, 2026 | ||
| RLHF Alignment | UltraFeedback In-domain v1 (test) | 46 | Feb 26, 2026 | ||
| Cancer Subtyping | cohort of lung cancer H1 (internal) | 46 | Feb 26, 2026 | ||
| Visual Question Answering | SlideVQA | 46 | Apr 13, 2026 | ||
| Trajectory manifold prediction | KdV trajectory manifold eq 4.10 1.0 (test) |
| 46 |
| Feb 26, 2026 |
| Hallucination Detection | BRACE Hallucination 1.0 (test) | 46 | Mar 23, 2026 |
|---|
| Audio Modeling | Average Bach Counting Blues v1 (test) | 46 | Feb 26, 2026 |
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| Audio Modeling | Bach 7s v1 (test) | 46 | Feb 26, 2026 |
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| Node classification | DBLP | 46 | Jun 30, 2026 |
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| Instruction following | MM-IFEval | 46 | May 29, 2026 |
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| Question Answering | NQ-Open (val) | 46 | Apr 21, 2026 |
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| Question Answering | MMLU | 46 | Mar 10, 2026 |
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| Object Hallucination Detection | MSCOCO | 46 | May 13, 2026 |
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| Time Series Forecasting | M1 Monthly | 46 | Apr 8, 2026 |
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| Tabular Anomaly Detection | Arrhythmia | 46 | May 12, 2026 |
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| Mathematical Reasoning | Minerva (test) | 46 | May 22, 2026 |
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| Sequential Knowledge Editing | ZsRE | 46 | May 27, 2026 |
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| Coreference Resolution | OntoNotes | 46 | May 8, 2026 |
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| Multimodal Recommendation | Baby | 46 | Mar 25, 2026 |
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| Multimodal Mathematical Reasoning | LogicVista | 46 | May 20, 2026 |
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| Novel View Synthesis | DL3DV 6view | 46 | Jul 7, 2026 |
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| Image reconstruction | MNIST | 46 | Jun 30, 2026 |
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| RGB-E Tracking | VisEvent | 46 | May 6, 2026 |
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| Whole Tumor Segmentation | BraTS 18 | 46 | May 15, 2026 |
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| Classification | CIFAR-100 10% labeled data | 46 | Feb 27, 2026 |
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