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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 |
|---|---|---|---|---|---|
| Multi-Agent Path Finding (MAPF) | den312d 65x81 | 32 | Feb 26, 2026 | ||
| Classification | 20News | 32 | Feb 26, 2026 | ||
| Classification | TImageNet | 32 | Feb 26, 2026 | ||
| Real estate price index forecasting | Dubai Weekly Real Estate Price Index Long Horizon | 32 | Feb 26, 2026 | ||
| Real estate price index forecasting | Dubai Weekly Real Estate Price Index Medium Horizon |
| 32 |
| Feb 26, 2026 |
| Real estate price index forecasting | Dubai Weekly Real Estate Price Index Short Horizon | 32 | Feb 26, 2026 |
|---|
| Face Recognition | IJB-C (test) | 32 | Feb 26, 2026 |
|---|
| Face Recognition | BRIAR Protocol 3.1 | 32 | Feb 26, 2026 |
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| Next Token Prediction | QMSum | 32 | Feb 26, 2026 |
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| Next Token Prediction | WildChat | 32 | Feb 26, 2026 |
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| Next Token Prediction | BBC | 32 | Feb 26, 2026 |
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| Science Question Answering | ARC-C | 32 | Mar 10, 2026 |
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| OpenBook Question Answering | OBQA | 32 | May 14, 2026 |
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| Veracity Prediction | LIAR RAW | 32 | Apr 21, 2026 |
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| Time Series Classification | UCR First Part (test) | 32 | Jul 1, 2026 |
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| Degradation-induced covariate shift detection | COCO synthetically corrupted variants | 32 | Feb 26, 2026 |
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| Person Re-Identification | CUHK03 Protocol-1 | 32 | Mar 16, 2026 |
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| Point Cloud Registration | ModelNet40 RPMNet manner (Unseen Shapes) | 32 | Feb 26, 2026 |
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| Question Answering | MRQA 2019 (dev) | 32 | Mar 12, 2026 |
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| Web security task completion | XBOW 104 tasks | 32 | Mar 4, 2026 |
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| EEG classification | Mental Arithmetic | 32 | Feb 26, 2026 |
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| EEG classification | SEED | 32 | Feb 26, 2026 |
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| EEG classification | ISRUC | 32 | Feb 26, 2026 |
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| Knowledge Graph Retrieval | STaRK-Amazon 1.0 (Human) | 32 | Feb 26, 2026 |
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| Next event prediction | Amazon | 32 | May 19, 2026 |
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