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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 |
|---|---|---|---|---|---|
| Named Entity Recognition | CoNLL Dutch 2002 (test) | 87 | Feb 26, 2026 | ||
| Survival Prediction | TCGA-COADREAD | 87 | Jun 11, 2026 | ||
| Oblivious Radixsort | Radixsort Workload (test) | 86 | Jun 24, 2026 | ||
| Language Modeling | WikiText-2 | 86 | Jul 9, 2026 | ||
| Node Classification | WikiCS |
| 86 |
| Jun 19, 2026 |
| Reading Comprehension | RACE | 86 | Jun 18, 2026 |
|---|
| Classification | Adult | 86 | May 20, 2026 |
|---|
| Mathematical reasoning | AIME 2025 | 86 | Jun 9, 2026 |
|---|
| Multi-task Language Understanding | MMLU | 86 | May 29, 2026 |
|---|
| Question Answering | MedQA | 86 | Apr 30, 2026 |
|---|
| 5-way 1-shot Classification | CD-FSL ISIC, EuroSAT, CropDisease, ChestX (test) | 86 | May 29, 2026 |
|---|
| Long-term forecasting | ETTm1 | 86 | Jun 11, 2026 |
|---|
| Mathematical Reasoning | AIME 2024 | 86 | Jun 9, 2026 |
|---|
| Brain Tumor Segmentation | BraTS 2020 (test) | 86 | Jun 30, 2026 |
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| Micro-expression recognition | CASME II 3-class | 86 | Jun 29, 2026 |
|---|
| Object Detection | PASCAL VOC Split 3 | 86 | Jun 9, 2026 |
|---|
| Object Detection | PASCAL VOC Split 2 | 86 | Jun 9, 2026 |
|---|
| Object Detection | PASCAL VOC Split 1 | 86 | Jun 9, 2026 |
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| Trajectory prediction | Argoverse 2 (val) | 86 | Mar 19, 2026 |
|---|
| Node Classification | Citeseer | 86 | Apr 13, 2026 |
|---|
| Code Generation | LiveCodeBench | 86 | Feb 27, 2026 |
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| Tabular Anomaly Detection | Pima | 86 | May 12, 2026 |
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| Diagnostic Classification | BRACS-7 | 86 | May 20, 2026 |
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| Object Hallucination Evaluation | POPE GQA | 86 | Jun 30, 2026 |
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| Scientific Reasoning | ScienceQA | 86 | Jun 26, 2026 |
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