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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 |
|---|---|---|---|---|---|
| Linguistic Acceptability | CoLA | 40 | Jun 15, 2026 | ||
| Paraphrase Identification | PAWS | 40 | Jun 15, 2026 | ||
| Image Classification | OfficeHome | 40 | Jun 15, 2026 | ||
| Water Level Prediction | Everglades (test) | 40 | Jun 12, 2026 | ||
| Indirect Prompt Injection Defense | LLM-as-judge evaluation store 15-scenario (test) |
| 40 |
| Jun 12, 2026 |
| Malicious Code Generation | MalwareBench | 40 | Jun 11, 2026 |
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| Malicious Code Generation | RMCBench | 40 | Jun 11, 2026 |
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| Image Classification | ImageNet | 40 | Jun 11, 2026 |
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| Image Classification | CIFAR100 | 40 | Jun 11, 2026 |
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| Image Classification | CIFAR10 | 40 | Jun 11, 2026 |
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| Image Classification | CIFAR10 | 40 | Jun 11, 2026 |
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| Mathematical Reasoning | AMC | 40 | Jul 2, 2026 |
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| Protein Property Prediction | 21 protein property datasets 48 data points (Cross-validation) | 40 | Jun 11, 2026 |
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| Knowledge Graph Completion | KGC Benchmarks | 40 | Jun 11, 2026 |
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| Grammatical Error Correction | UNLP 2023 (test) | 40 | Jun 9, 2026 |
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| Spatial Reasoning | MindCube tiny | 40 | Jun 19, 2026 |
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| Enhancing Tumor (ET) Segmentation | BraTS 2024 | 40 | Jun 9, 2026 |
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| Recommendation Unlearning | Sports & Outdoors (Forget) | 40 | Jun 9, 2026 |
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| Recommendation Unlearning | Sports & Outdoors (Retain) | 40 | Jun 9, 2026 |
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| Item-level Unlearning | Industrial & Scientific (Retain) | 40 | Jun 9, 2026 |
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| Recommendation | Toys & Games (Forget) | 40 | Jun 9, 2026 |
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| Recommendation | Toys & Games (Retain) | 40 | Jun 9, 2026 |
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| Recommendation Unlearning | Industrial & Scientific Semantic Similarity | 40 | Jun 9, 2026 |
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| Recommendation Unlearning | Industrial & Scientific (Retain) | 40 | Jun 9, 2026 |
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| Preference Alignment Data Selection | Aggregate Utility-Robustness Preference Pool (test) | 40 | Jun 9, 2026 |
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