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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 |
|---|---|---|---|---|---|
| Image Classification | Office-31 (test) | 93 | Feb 26, 2026 | ||
| Face Alignment | 300W (Challenging) | 93 | Feb 26, 2026 | ||
| Classification | SHD (test) | 93 | Jun 24, 2026 | ||
| Molecular property prediction | BACE (test) | 93 | May 18, 2026 | ||
| Molecular property prediction | MUV (test) |
| 93 |
| May 18, 2026 |
| Scene Classification | AID TR=20% | 93 | Feb 26, 2026 |
|---|
| Few-shot Semantic Segmentation | COCO 20i 1-shot | 93 | Jun 26, 2026 |
|---|
| Alzheimer's Disease Classification | ADNI (test) | 92 | Jun 11, 2026 |
|---|
| Common-sense Reasoning | ARC-e, ARC-c, BoolQ, HellaSwag, OpenBookQA, PIQA, SIQA, WinoGrande | 92 | Jun 8, 2026 |
|---|
| Instruction Following | IFEval | 92 | Jul 7, 2026 |
|---|
| Correlation to Accuracy Difference | Flickr | 92 | May 18, 2026 |
|---|
| Few-shot classification | ImageNet mini | 92 | May 26, 2026 |
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| Agent Safety | R-Judge | 92 | Jun 2, 2026 |
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| Feature Significance Testing | Synthetic Regression N=5e5 (test) | 92 | Apr 3, 2026 |
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| Option Hedging | S&P 500 options 317 longer prediction horizons | 92 | Apr 2, 2026 |
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| Option Hedging | S&P 500 options 317 shorter prediction horizons (out-of-sample) | 92 | Apr 2, 2026 |
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| Option Pricing | Option pricing data 317 shorter prediction horizons (out-of-sample) | 92 | Apr 2, 2026 |
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| Novel View Synthesis | DL3DV | 92 | Jun 25, 2026 |
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| Video Question Answering | NextQA | 92 | Jun 16, 2026 |
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| Video Understanding | Video-MME | 92 | Mar 31, 2026 |
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| dynamic link prediction | Reddit (transductive) | 92 | Jun 4, 2026 |
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| Population property estimation | DICES | 92 | Apr 28, 2026 |
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| Anomaly Detection | MVTec-AD | 92 | May 27, 2026 |
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| Common Sense Reasoning | Common Sense Reasoning Tasks (ARC-C, ARC-E, BoolQ, HellaSwag, PIQA, WinoGrande) zero-shot | 92 | Mar 27, 2026 |
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| Text-to-image generation | Pick-a-Pic v2 (test) | 92 | Jun 2, 2026 |
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