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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 |
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| Adversarial Attack | ZJU-Mocap | 80 | Jun 19, 2026 | ||
| Visual Navigation | Unitree Go2 Obstacle-free Scenario | 80 | Jun 16, 2026 | ||
| Recommendation Unlearning | Industrial & Scientific (Forget) | 80 | Jun 9, 2026 | ||
| Passage Re-ranking | TREC DL mean 2019 2020 | 80 | Jun 2, 2026 | ||
| Summarization | CNN/DM | 80 | Jun 11, 2026 |
| 3D Object Detection | V2X-Real EGO+AUX1 1.0 (seen-pair) | 80 | May 27, 2026 |
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| 3D Object Detection | V2X-Real EGO+AUX2 (unseen evaluation) | 80 | May 27, 2026 |
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| Time Series Forecasting | ETTh2 | 80 | Jun 24, 2026 |
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| Safety Controllability | GenHarm | 80 | May 26, 2026 |
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| Shift Cipher Decoding | Shift Cipher | 80 | May 21, 2026 |
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| Instruction Induction | Evals-Induct | 80 | May 21, 2026 |
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| Instruction Induction | BBH Induct | 80 | May 21, 2026 |
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| Online Multimodal Model Editing | E-IC | 80 | Jul 3, 2026 |
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| Heavy-tailed Flow Matching | Gumbel + Gaussian copulas (test) | 80 | May 20, 2026 |
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| Prolonged ICU stay prediction | eICU Collaborative Research Database (eICU-CRD) (test) | 80 | May 19, 2026 |
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| Correlation to Accuracy Difference (Test 1) | ImageNet-100 1.0 (test) | 80 | May 18, 2026 |
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| Modulation Classification | RW-IQ OOD (test) | 80 | May 6, 2026 |
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| Byzantine-Robust Federated Learning | HAR | 80 | May 1, 2026 |
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| Federated Learning | Fashion-MNIST (val) | 80 | May 1, 2026 |
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| Byzantine-robust Federated Learning | CIFAR-10 (val) | 80 | May 1, 2026 |
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| Mathematical Reasoning | AIME 2026 | 80 | Jun 9, 2026 |
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| Uncertainty Quantification | SVHN (test) | 80 | Apr 28, 2026 |
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| Quadratic Assignment Problem | QAPLIB | 80 | Apr 23, 2026 |
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| Continuous spatio-temporal video super-resolution | GoPro 85 (out-of-distribution) | 80 | Apr 21, 2026 |
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| Counterfactual Tumor Growth Prediction | PK-PD tumor growth simulator (test) | 80 | Apr 15, 2026 |
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