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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 |
|---|---|---|---|---|---|
| Reading Comprehension | RACE | 151 | Feb 26, 2026 | ||
| Visual Question Answering | MMStar | 151 | Jul 7, 2026 | ||
| Emotion Recognition | IEMOCAP | 151 | Jun 25, 2026 | ||
| Audio Classification | AudioSet 20K |
| 151 |
| Jun 9, 2026 |
| Video Quality Assessment | LIVE-VQC | 151 | May 21, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 151 | Feb 26, 2026 |
|---|
| Anomaly Detection | WBC | 151 | Jun 16, 2026 |
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| 6D Pose Estimation | YCB-Video | 151 | May 14, 2026 |
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| Node Clustering | Citeseer | 151 | Jun 12, 2026 |
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| Semantic Segmentation | GTA5 to Cityscapes (test) | 151 | Feb 26, 2026 |
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| Image Super-Resolution | BSDS100 | 151 | Mar 11, 2026 |
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| Single Image Super-Resolution | DIV2K (val) | 151 | Feb 26, 2026 |
|---|
| Mathematical Reasoning | MathVista mini | 151 | Jul 7, 2026 |
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| Semantic Segmentation | Pascal VOC 20 | 151 | Jun 9, 2026 |
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| Image Generation | CIFAR-10 32x32 | 151 | Apr 20, 2026 |
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| Multi-hop Question Answering | MuSiQue (test) | 151 | Jul 7, 2026 |
|---|
| l2-loss evaluation | Approximate Differential Privacy Mechanisms | 150 | May 28, 2026 |
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| Privacy-preserving linear classification | Binary linear classification dataset | 150 | May 28, 2026 |
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| L1-loss minimization under approximate Differential Privacy | Scalar Queries | 150 | May 28, 2026 |
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| Expected l1-loss minimization | (ε, δ)-Differential Privacy grid low-privacy and high-privacy regimes | 150 | May 28, 2026 |
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| Income Prediction | ACSIncome (test) | 150 | May 12, 2026 |
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| Classification Calibration | MEPS (test) | 150 | May 12, 2026 |
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| Social Commonsense Reasoning | SocialIQA | 150 | Jun 24, 2026 |
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| Auto-bidding | AuctionNet | 150 | Jun 15, 2026 |
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| Sequential Recommendation | ML-1M | 150 | Jul 7, 2026 |
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