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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 |
|---|---|---|---|---|---|
| Node Classification | Cora (test) | 30 | Mar 20, 2026 | ||
| Feature Inference Attack | CIFAR-10 (test) | 30 | Mar 20, 2026 | ||
| Label Inference Attack | CIFAR-10 | 30 | Mar 20, 2026 | ||
| Error Attribution | Who&When | 30 | May 19, 2026 | ||
| Error Attribution | Aegis-Bench | 30 | May 19, 2026 | ||
| Visual Pattern Recognition |
| MMVP |
| 30 |
| Apr 30, 2026 |
| Mathematical Reasoning | Aggregate AMC23, AIME24, MATH-500, Minerva, Olympiad | 30 | May 11, 2026 |
|---|
| Multi-Hop Question Answering | Multi-Hop QA Aggregate | 30 | Mar 19, 2026 |
|---|
| Multi-Hop Question Answering | Bamb | 30 | Mar 19, 2026 |
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| Single-Hop Question Answering | Trivia | 30 | Mar 19, 2026 |
|---|
| Emotion Recognition | SEED (cross-subject cross-session) | 30 | Jun 2, 2026 |
|---|
| Feature Importance Correctness | int2-3c | 30 | Mar 19, 2026 |
|---|
| Image Classification | SIIM (test) | 30 | Mar 30, 2026 |
|---|
| Image Classification | Pets | 30 | Mar 18, 2026 |
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| Image Classification | CIFAR100 | 30 | Mar 18, 2026 |
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| Image Classification | CIFAR10 | 30 | Mar 18, 2026 |
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| sleep stages classification | HMC | 30 | May 14, 2026 |
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| Code Generation | LiveCodeBench V5 | 30 | Jun 26, 2026 |
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| Mathematical Reasoning | HMMT25 | 30 | Jun 1, 2026 |
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| Image-to-image retrieval | UCF101 | 30 | Mar 23, 2026 |
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| Image-to-image retrieval | Caltech | 30 | Mar 23, 2026 |
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| Image-to-image retrieval | SUN397 | 30 | Mar 23, 2026 |
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| Image-to-image retrieval | EuroSAT | 30 | Mar 23, 2026 |
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| Image-to-image retrieval | DTD | 30 | Mar 23, 2026 |
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| Image-to-image retrieval | Aircraft | 30 | Mar 23, 2026 |
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