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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 |
|---|---|---|---|---|---|
| Knowledge Graph Completion | WN18RR (test) | 194 | Jun 1, 2026 | ||
| Relation Extraction | TACRED (test) | 194 | Jun 23, 2026 | ||
| Closed-loop Planning | Bench2Drive | 194 | Jul 7, 2026 | ||
| Sequential Recommendation | Amazon Beauty (test) |
| 194 |
| Jun 30, 2026 |
| Visual Question Answering | VizWiz | 193 | Jul 7, 2026 |
|---|
| Image Classification | 8-task Vision Benchmark | 193 | May 28, 2026 |
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| Visual Mathematical Reasoning | WeMath | 193 | Jun 23, 2026 |
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| Visual Question Answering | GQA | 193 | Mar 30, 2026 |
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| Code Generation | MBPP | 193 | Mar 16, 2026 |
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| Deepfake Detection | DFD | 193 | Jun 2, 2026 |
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| Text-to-image Generation | MS-COCO | 193 | Jul 8, 2026 |
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| Visual Object Tracking | UAV123 | 193 | May 11, 2026 |
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| Semantic Segmentation | Potsdam (test) | 193 | May 12, 2026 |
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| Medical Image Segmentation | ISIC 2018 | 193 | Jun 19, 2026 |
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| Linear Regression | Synthetic Multi-task Linear Regression (n=d=50, K=40, epsilon=0.2) | 192 | Jul 7, 2026 |
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| Traffic Risk Prediction | I-80 Dataset | 192 | Jun 29, 2026 |
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| Linear Regression | Synthetic Linear Regression | 192 | Jun 15, 2026 |
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| Medical Visual Question Answering | VQA-Med Open | 192 | Apr 6, 2026 |
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| Language Modeling | WT2, PTB, and C4 Macro Average (test) | 192 | Mar 23, 2026 |
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| Mathematical Reasoning | GSM8K | 192 | Jun 26, 2026 |
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| Mathematical Reasoning | AIME 2025 | 192 | Jun 2, 2026 |
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| Image Classification | CIFAR-10 LT | 192 | Jun 16, 2026 |
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| Image Classification | FashionMNIST | 192 | Jun 23, 2026 |
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| Multivariate Time Series Forecasting | ETTh2 (test) | 192 | May 26, 2026 |
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| Monocular Depth Estimation | NYU v2 | 192 | Jul 7, 2026 |
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