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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 |
|---|---|---|---|---|---|
| Hand Pose Estimation | HInt New Days v1 (test) | 32 | Feb 26, 2026 | ||
| Sound Event Detection | DESED (val) | 32 | Feb 26, 2026 | ||
| Classification | PROSTATE | 32 | Mar 31, 2026 | ||
| Compositional Zero-Shot Learning | MIT-States Closed World | 32 | Feb 26, 2026 | ||
| Fine-Grained Visual Categorization | FGVC (CUB-200-2011, NABirds, Oxford Flowers, Stanford Cars, Stanford Dogs) (test) |
| 32 |
| Feb 26, 2026 |
| Classification | P-MNIST | 32 | Jul 8, 2026 |
|---|
| Class Unlearning | CIFAR-10 | 32 | May 12, 2026 |
|---|
| 9-class classification | PathMNIST | 32 | Feb 26, 2026 |
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| Object Detection | DOTA (test) | 32 | Apr 23, 2026 |
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| Object Detection | SODA-D (test) | 32 | Jun 30, 2026 |
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| Natural Language Inference | ANLI R2 | 32 | May 14, 2026 |
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| Image Registration | OAI | 32 | Feb 26, 2026 |
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| Python Coding | MBPP standard (test) | 32 | Feb 26, 2026 |
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| Reading Comprehension | MultiRC | 32 | Jun 18, 2026 |
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| Point Tracking | TAP-Vid RGB-Stacking (test) | 32 | Feb 26, 2026 |
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| Change Detection | DSIFN-CD | 32 | Jul 7, 2026 |
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| General Reasoning | AGI Eval English | 32 | Feb 26, 2026 |
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| Full-Reference Image Quality Assessment | PieAPP | 32 | Feb 26, 2026 |
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| Hallucination Detection | FOIL | 32 | Feb 26, 2026 |
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| Optic Disc and Optic Cup Segmentation | RIGA | 32 | Feb 26, 2026 |
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| Semantic Parsing | GeoQuery (i.i.d.) | 32 | Feb 27, 2026 |
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| Anomaly Detection | Pageblocks | 32 | Feb 26, 2026 |
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| Long-tailed Image Classification | CIFAR100-LT Imbalance Ratio 10 | 32 | Feb 26, 2026 |
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| Sentiment classification | Sentiment classification | 32 | Feb 26, 2026 |
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| Image Classification | ImageNet-LT IR=256 (test) | 32 | Feb 26, 2026 |
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