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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 |
|---|---|---|---|---|---|
| Machine Unlearning | CIFAR-10 bird, Class 2 (test) | 48 | Feb 27, 2026 | ||
| Intrusion Detection | Edge-IIoTset | 48 | Feb 26, 2026 | ||
| Intrusion Detection | CIC-IDS 2018 | 48 | Jun 23, 2026 | ||
| Untargeted Attack Detection | Edge-IIoTset non-IID | 48 | Feb 26, 2026 | ||
| Untargeted Attack Detection | CIC-IDS non-IID 2018 |
| 48 |
| Feb 26, 2026 |
| Targeted attack detection | CIC-IDS IID 2018 | 48 | Feb 26, 2026 |
|---|
| Worst-Case Estimation Error | HelpSteer2 (test) | 48 | Feb 26, 2026 |
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| Generative Modeling | ImageNet (train) | 48 | Jun 18, 2026 |
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| Watermark Detection | finance_qa | 48 | Feb 26, 2026 |
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| Watermark Detection | longform_qa | 48 | Feb 26, 2026 |
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| Watermark Detection | dolly_cw | 48 | Feb 26, 2026 |
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| Watermark Detection | fake_news | 48 | Feb 26, 2026 |
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| Watermark Detection | mmw story | 48 | Feb 26, 2026 |
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| Watermark Detection | book_report | 48 | Feb 26, 2026 |
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| Graph Clustering | AMAP | 48 | Jun 23, 2026 |
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| Mathematical Reasoning | Beyond-AIME | 48 | Feb 26, 2026 |
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| Mathematical Reasoning | AMO-Bench | 48 | Feb 26, 2026 |
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| Unconditional Generation | AFHQ 64 x 64 v2 | 48 | Jun 9, 2026 |
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| Underwater Image Enhancement | SeaThru (sample images) | 48 | Feb 26, 2026 |
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| Audio Classification | Beijing-Opera | 48 | Jul 1, 2026 |
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| Graph Generation | Planar | 48 | Apr 14, 2026 |
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| Image Classification | PlantNet-300K | 48 | Mar 26, 2026 |
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| Classification | Bank | 48 | May 26, 2026 |
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| Vehicle Edge Caching | MovieLens 1M (test) | 48 | Feb 26, 2026 |
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| Text-to-Image Generation | MS-COCO zero-shot 512 x 512 Stable Diffusion v3.5 | 48 | Feb 26, 2026 |
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