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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 |
|---|---|---|---|---|---|
| 6D Object Pose Tracking | EventHO3D | 42 | Mar 31, 2026 | ||
| Anomaly Detection | Annthyroid | 42 | Jun 30, 2026 | ||
| Risk Prediction | Apollo Simulator Safety Properties Evaluation Scenarios | 42 | Mar 30, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100 ID Average OOD | 42 | Apr 28, 2026 | ||
| Science and Knowledge Question Answering | Science and Knowledge Aggregate: SciQ, ARC-Easy, MedMCQA (test) |
| 42 |
| Mar 24, 2026 |
| Image Classification | ImageNet A, R, S V2 (test) | 42 | Apr 20, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 42 | Mar 24, 2026 |
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| Classification | AL 50% corrupted features (50% noise) | 42 | Mar 24, 2026 |
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| Hate speech classification | CM, EN, and HI (test) | 42 | Mar 23, 2026 |
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| Hate speech classification | Hindi (HI) (test) | 42 | Mar 23, 2026 |
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| Hate speech classification | English (EN) (test) | 42 | Mar 23, 2026 |
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| Hate speech classification | Code-mixed (CM) (test) | 42 | Mar 23, 2026 |
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| Cardiac diagnosis | MIMIC-IV-Ext | 42 | Mar 23, 2026 |
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| Medication Recommendation | MIMIC-III | 42 | Jun 5, 2026 |
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| Image Classification | MNIST Deepfool perturbed (test) | 42 | Mar 19, 2026 |
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| Image Classification | MNIST CW perturbed (test) | 42 | Mar 19, 2026 |
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| Image Classification | MNIST PGD perturbed (test) | 42 | Mar 19, 2026 |
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| Machine Unlearning | TOFU Forget10 (10% authors split) | 42 | Apr 20, 2026 |
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| Machine Unlearning | TOFU Forget05 (5% authors) | 42 | Mar 19, 2026 |
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| Personalized Story Generation | PerDOC | 42 | Mar 18, 2026 |
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| Story Generation | PerDOC | 42 | Mar 18, 2026 |
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| Inductive dynamic link prediction | MOOC (Inductive) | 42 | Jun 11, 2026 |
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| Classification | ADHD-200 | 42 | Jul 3, 2026 |
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| Mathematical Reasoning | GSM (test) | 42 | Mar 18, 2026 |
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| Image Inpainting | SD Inpainting 2.0 (cross-version transfer) | 42 | Mar 16, 2026 |
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