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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 |
|---|---|---|---|---|---|
| Node Classification | LastFM | 44 | May 4, 2026 | ||
| Node Classification | LastFM | 44 | May 4, 2026 | ||
| Link Prediction | HepTh (test) | 44 | May 4, 2026 | ||
| Link Prediction | GrQc (test) | 44 | May 4, 2026 | ||
| Link Prediction | AstroPh (test) | 44 | May 4, 2026 | ||
| Link Prediction | DBLP |
| 44 |
| May 4, 2026 |
| Link Prediction | HepTh | 44 | May 4, 2026 |
|---|
| Link Prediction | GrQc | 44 | May 4, 2026 |
|---|
| Link Prediction | AstroPh | 44 | May 4, 2026 |
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| Novel View Synthesis | Mip-NeRF 360 | 44 | May 11, 2026 |
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| Click-Through Rate Prediction | Criteo | 44 | Jun 2, 2026 |
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| Image Classification | MNIST (test) | 44 | May 11, 2026 |
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| Uncertainty Quantification | Aggregate All 11 Datasets | 44 | Apr 29, 2026 |
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| Question Answering | CoQA | 44 | Apr 29, 2026 |
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| Summarization | CNN | 44 | Apr 29, 2026 |
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| Math Problem Solving | AMC23 | 44 | May 20, 2026 |
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| Task-incremental learning | CIFAR-100 10 tasks | 44 | May 18, 2026 |
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| Measurement Information Extraction | MeasEval (test) | 44 | Apr 21, 2026 |
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| Segment-level Prediction | FORBOW parent data (5 fold cross-validation) | 44 | Apr 21, 2026 |
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| Question Answering | DuQuant PIQA, ARC-e, ARC-c, BoolQ, HellaS, WinoG | 44 | Jun 11, 2026 |
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| Out-of-Distribution Detection | CIFAR 10 (Near OOD) | 44 | May 28, 2026 |
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| Pose Estimation | IQ1M Lateral Motion sequences (test) | 44 | Apr 16, 2026 |
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| Process-level Error Localization | PROCESSBENCH | 44 | May 20, 2026 |
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| Segmentation | BRISC 2025 | 44 | Apr 15, 2026 |
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| Topic Modeling | AskAcademia | 44 | Apr 15, 2026 |
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