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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 |
|---|---|---|---|---|---|
| Participatory Budgeting Rule Evaluation | Pabulib small (test) | 30 | Feb 26, 2026 | ||
| Participatory Budgeting Rule Evaluation | Synthetic (test) | 30 | Feb 26, 2026 | ||
| Mathematical Reasoning | AIME'25 | 30 | Jun 26, 2026 | ||
| Symbolic Regression | Oscillation 1 LLM-SR Suite | 30 | Feb 27, 2026 | ||
| Question Answering | TriviaQA 5shots | 30 | Feb 26, 2026 | ||
| Mathematical Reasoning |
|---|
| AIME 25 |
| 30 |
| Apr 30, 2026 |
| Node Classification | Photo 1-shot (test) | 30 | May 12, 2026 |
|---|
| Boolean Matrix Factorization | apb | 30 | Feb 26, 2026 |
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| Boolean Matrix Factorization | lymp | 30 | Feb 26, 2026 |
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| Boolean Matrix Factorization | heart | 30 | Feb 26, 2026 |
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| Boolean Matrix Factorization | zoo | 30 | Feb 26, 2026 |
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| Boolean Matrix Factorization Completion | tumor missing entries from Table 3 | 30 | Feb 26, 2026 |
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| Fake News Detection | GossipCop (test) | 30 | Jun 9, 2026 |
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| Recommendation | Amazon Review Toys (test) | 30 | Feb 26, 2026 |
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| Recommendation | Amazon Review Beauty (test) | 30 | Feb 26, 2026 |
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| Recommendation | Amazon Review Sports (test) | 30 | Feb 26, 2026 |
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| Coreference Resolution | LitBank (test) | 30 | May 12, 2026 |
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| Sequential Recommendation | Amazon Sport | 30 | Feb 26, 2026 |
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| Recommendation | Qilin | 30 | Feb 26, 2026 |
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| Recommendation | Electronics | 30 | Feb 26, 2026 |
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| Recommendation | Games | 30 | Feb 26, 2026 |
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| Recommendation | Beauty | 30 | Feb 26, 2026 |
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| Top-K Recommendation | Games | 30 | Feb 26, 2026 |
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| Top-K Recommendation | Beauty | 30 | Feb 26, 2026 |
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| Question Answering | HotpotQA | 30 | Feb 26, 2026 |
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