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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 |
|---|---|---|---|---|---|
| Continual Graph Learning | CS | 33 | May 12, 2026 | ||
| Continual Graph Learning | Cora Full | 33 | May 12, 2026 | ||
| Jailbreak | WildJailBreak (WJB) (test) | 33 | May 12, 2026 | ||
| Jailbreak | JailbreakBench (original split) | 33 | May 12, 2026 | ||
| Jailbreak | HarmBench (HB) (standard split) | 33 | May 12, 2026 |
| Task-Incremental Learning | Tiny-ImageNet 10 tasks | 33 | May 18, 2026 |
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| Cardiac Segmentation | ACDC | 33 | Jul 2, 2026 |
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| Pentesting | PicoCTF | 33 | May 7, 2026 |
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| Language Modeling | WritingPrompts | 33 | May 14, 2026 |
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| Language Modeling | WebText | 33 | May 14, 2026 |
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| Language Modeling | WikiText-2 | 33 | May 14, 2026 |
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| Mathematical Reasoning | Minerva Math | 33 | May 22, 2026 |
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| Monocular Depth Estimation | KITTI | 33 | Jul 7, 2026 |
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| Task#1 | STAR | 33 | Apr 30, 2026 |
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| Video Understanding | VideoMME | 33 | Jun 12, 2026 |
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| Text-to-Image Generation | DrawBench | 33 | May 20, 2026 |
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| Large Language Model Inference | LLaMA-2 7B (inference) | 33 | Apr 28, 2026 |
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| Spatial Reasoning | BBH Navigate | 33 | Apr 28, 2026 |
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| Coreference Resolution | WSC | 33 | Apr 28, 2026 |
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| Fact Checking | LIAR | 33 | Apr 28, 2026 |
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| Reasoning | GPQA | 33 | Apr 28, 2026 |
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| Interactive Decision Making | ALFWorld Seen (val) | 33 | Jul 7, 2026 |
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| Molecular Property Prediction | FreeSolv | 33 | Jun 5, 2026 |
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| Continual Model Merging | 20-task sequence | 33 | Apr 28, 2026 |
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| Continual Model Merging | sequence 8-task | 33 | Apr 27, 2026 |
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