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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 |
|---|---|---|---|---|---|
| Continual Learning | Sequential-MNIST | 149 | Feb 26, 2026 | ||
| Entity Alignment | DBP15K JA-EN (test) | 149 | Feb 26, 2026 | ||
| Entity Alignment | DBP15K JA-EN | 149 | Apr 16, 2026 | ||
| Super-Resolution | BSD100 | 149 | Feb 26, 2026 | ||
| Salient Object Detection |
| PASCAL-S (test) |
| 149 |
| Feb 26, 2026 |
| Answer Selection | WikiQA (test) | 149 | Feb 27, 2026 |
|---|
| Multivariate Forecasting | Traffic | 149 | Jul 8, 2026 |
|---|
| Survival Prediction | TCGA-BRCA | 149 | Jun 11, 2026 |
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| Language Understanding | MMLU 5-shot (test) | 149 | Apr 23, 2026 |
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| Zero-shot Common Sense Reasoning | Common Sense Reasoning | 148 | Jul 9, 2026 |
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| Knowledge Reasoning | MMLU-Pro | 148 | Jun 5, 2026 |
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| Image Classification | Caltech101 | 148 | Mar 18, 2026 |
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| 3D Object Detection | OPV2V | 148 | Jun 29, 2026 |
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| Time Series Classification | SelfRegulationSCP2 | 148 | May 18, 2026 |
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| Sentiment Classification | MR | 148 | Feb 27, 2026 |
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| Salient Object Detection | DUT-OMRON | 148 | Jun 19, 2026 |
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| Automatic Speech Recognition | LibriSpeech (test) | 147 | Jun 8, 2026 |
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| Instruction Following | AlpacaEval 2 | 147 | Jul 7, 2026 |
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| Video Understanding | MLVU | 147 | Jun 24, 2026 |
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| Code Generation | HumanEval | 147 | May 29, 2026 |
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| Autonomous Driving | NAVSIM v1 (test) | 147 | Jun 1, 2026 |
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| Long-context language understanding | LongBench (test) | 147 | Jun 16, 2026 |
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| Mathematical Reasoning | Game of 24 | 147 | May 26, 2026 |
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| Class Incremental Learning | ImageNet-R | 147 | May 28, 2026 |
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| Visual Object Tracking | VOT 2020 (test) | 147 | Feb 26, 2026 |
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