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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 |
|---|---|---|---|---|---|
| Sales interaction performance | SalesLLM EN 1.0 | 30 | Apr 10, 2026 | ||
| Traveling Salesman Problem | Uniform Euclidean TSP n = 500 | 30 | Jun 9, 2026 | ||
| Math reasoning | GSM-Hard (test) | 30 | Apr 10, 2026 | ||
| General language understanding and reasoning | Huggingface Open LLM Leaderboard | 30 | May 26, 2026 | ||
| Image Retrieval | Curated-5K (test) |
| 30 |
| Apr 9, 2026 |
| Scale-Invariant Depth Estimation | Bonn | 30 | Apr 9, 2026 |
|---|
| Jailbreaking | EHRAgent TREQS | 30 | Apr 8, 2026 |
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| Jailbreaking | EHRAgent eICU | 30 | Apr 8, 2026 |
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| Jailbreaking | EHRAgent MIMIC-III | 30 | Apr 8, 2026 |
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| Knowledge Editing | WikiUpdate | 30 | Apr 8, 2026 |
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| Knowledge Editing | Counterfact uns | 30 | Apr 8, 2026 |
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| Knowledge Editing | MQuAKE | 30 | May 19, 2026 |
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| Attack Success Rate Evaluation | SKILL-INJECT Contextual | 30 | Apr 8, 2026 |
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| Attack Success Rate Evaluation | SKILL-INJECT Obvious | 30 | Apr 8, 2026 |
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| Real-world Visual Understanding | RealWorldQA (test) | 30 | Jun 12, 2026 |
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| Free-rider Detection | MNIST IID Scenario 1 | 30 | Apr 7, 2026 |
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| Language Modeling | Medical (Med) | 30 | Apr 7, 2026 |
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| Image Classification | STL10 | 30 | Jun 12, 2026 |
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| Molecular Energy Prediction | QM9 (test) | 30 | Apr 7, 2026 |
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| Information Retrieval | MAIR 20% labeled query-document pairs | 30 | Apr 7, 2026 |
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| Image Retrieval | FLICKR25K | 30 | Apr 7, 2026 |
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| Image Retrieval | CIFAR10 | 30 | Apr 7, 2026 |
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| Bivariate Causal Discovery | LS-s | 30 | Apr 8, 2026 |
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| Force tracking | 14 Experimental Objects Grasping Experiment | 30 | Apr 7, 2026 |
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| Membership Inference Attack | AG News, WikiText-103, XSum, and Swallow-Code (held-out) | 30 | Apr 6, 2026 |
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