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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 |
|---|---|---|---|---|---|
| Open-Vocabulary Object Detection | OV-COCO | 31 | Mar 19, 2026 | ||
| Mathematical Reasoning | AMC 23 | 31 | Apr 29, 2026 | ||
| Multimodal Reasoning | ScienceQA (test) | 31 | Jun 30, 2026 | ||
| Multi-hop Question Answering | MuSiQue | 31 | May 28, 2026 | ||
| 4D Semantic Segmentation | Synthia 4D | 31 | May 19, 2026 | ||
| Retrieval |
|---|
| MTEB eng v2 |
| 31 |
| May 14, 2026 |
| Outlier Detection | InternetAds ADBench | 31 | Mar 17, 2026 |
|---|
| Outlier Detection | fault ADBench | 31 | Mar 17, 2026 |
|---|
| Sequential Recommendation | Steam Head | 31 | May 13, 2026 |
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| Sequential Recommendation | Steam Tail | 31 | May 13, 2026 |
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| Sequential Recommendation | Steam Overall | 31 | May 13, 2026 |
|---|
| Mathematical Reasoning | We-Math mini (test) | 31 | May 1, 2026 |
|---|
| Video-level A/H Recognition | BAH (dev val) | 31 | Mar 19, 2026 |
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| Graph Classification | GOOD-Motif size | 31 | Jul 7, 2026 |
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| Graph Classification | GOOD-Motif (basis) | 31 | Jul 7, 2026 |
|---|
| Depression Diagnosis | AVEC 2014 (test) | 31 | Jun 25, 2026 |
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| Image Classification | EMNIST Dir(0.5) (test) | 31 | Apr 21, 2026 |
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| Long-context language evaluation | LongBench v1 (test) | 31 | Mar 12, 2026 |
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| Code Generation | HumanEval | 31 | Jun 2, 2026 |
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| Embodied Agent | ALFWorld | 31 | May 26, 2026 |
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| Graph Anomaly Detection | Photo (test) | 31 | May 27, 2026 |
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| Graph Anomaly Detection | CS (test) | 31 | May 27, 2026 |
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| Coding | LiveCode | 31 | Jun 16, 2026 |
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| Semantic Segmentation | HMEPS | 31 | Mar 11, 2026 |
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| Semantic Segmentation | PH2 | 31 | Mar 11, 2026 |
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