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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 |
|---|---|---|---|---|---|
| Bivariate Causal Discovery | Per | 33 | Apr 7, 2026 | ||
| Bivariate Causal Discovery | SIM-c | 33 | Apr 7, 2026 | ||
| Bivariate Causal Discovery | SIM | 33 | Apr 7, 2026 | ||
| Bivariate Causal Discovery | LS | 33 | Apr 7, 2026 | ||
| Bivariate Causal Discovery | AN | 33 | Apr 7, 2026 | ||
| Bivariate Causal Discovery | D4 s1 |
| 33 |
| Apr 7, 2026 |
| Bivariate Causal Discovery | Tue | 33 | Apr 7, 2026 |
|---|
| Bivariate Causal Discovery | Net | 33 | Apr 7, 2026 |
|---|
| Rule discovery | Wason's rule discovery game | 33 | Apr 6, 2026 |
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| Mathematical Reasoning | GSM8K | 33 | Apr 3, 2026 |
|---|
| Code Generation | ClassEval | 33 | Apr 3, 2026 |
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| Code Completion | APC Placeholder Completion 1.0 (test) | 33 | Apr 3, 2026 |
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| Code Completion | APC Hard Completion 1.0 (test) | 33 | Apr 3, 2026 |
|---|
| Classification | Diabetes | 33 | Apr 10, 2026 |
|---|
| Satellite-to-Drone Retrieval | University-1652 | 33 | May 15, 2026 |
|---|
| Code | LiveCodeBench V5-6 | 33 | Apr 3, 2026 |
|---|
| Code | LiveCodeBench V1-4 | 33 | Apr 3, 2026 |
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| Science | GPQA D | 33 | Apr 3, 2026 |
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| Membership Inference Attack (TEXTLEN=32) | VL-MIA TEXT | 33 | Apr 2, 2026 |
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| Medical Visual Question Answering | SLAKE | 33 | Apr 23, 2026 |
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| Graduate-Level Question Answering | GPQA Diamond | 33 | May 29, 2026 |
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| Point-level Anomaly Detection | UCR | 33 | May 12, 2026 |
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| Multimodal Reasoning | HLE | 33 | May 22, 2026 |
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| Quadratic Assignment Problem | QAP (Quadratic Assignment Problem) Cross-domain Transfer nug12-30, tai20a-256c | 33 | Mar 31, 2026 |
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| Video Generation | Moviegen (full) | 33 | Mar 31, 2026 |
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