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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 |
|---|---|---|---|---|---|
| Multi-turn dialogue | MT-bench | 54 | Feb 26, 2026 | ||
| Backdoor Defense | CR | 54 | Feb 26, 2026 | ||
| Pixel-level Anomaly Detection | MVTec AD | 54 | May 28, 2026 | ||
| Image Classification | CIFAR10 (test) | 54 | Feb 26, 2026 | ||
| Emotion Recognition | CREMA-D | 54 | Jun 30, 2026 | ||
| Visual Understanding |
| MME |
| 54 |
| Mar 23, 2026 |
| Face verification | FFHQ | 54 | Jun 11, 2026 |
|---|
| Audio-visual event localization | AVE (test) | 54 | Apr 7, 2026 |
|---|
| Image-level Anomaly Detection | BTAD | 54 | Apr 10, 2026 |
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| Human Parsing | PASCAL Context | 54 | Jun 16, 2026 |
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| Mathematical Reasoning | NUMGLUE | 54 | Jun 9, 2026 |
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| Community Detection | CS | 54 | Feb 26, 2026 |
|---|
| Image Classification | Pets | 54 | Jun 9, 2026 |
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| LGT Detection | WritingPrompts small Fast-DetectGPT benchmark (test) | 54 | Feb 26, 2026 |
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| LGT Detection | WritingPrompts-small Fast-DetectGPT benchmark | 54 | Feb 26, 2026 |
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| LGT Detection | XSum Fast-DetectGPT benchmark | 54 | Feb 26, 2026 |
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| LGT Detection | PubMed Fast-DetectGPT benchmark | 54 | Feb 26, 2026 |
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| Image Generation | AFHQ 64x64 v2 (unconditional) | 54 | Jun 9, 2026 |
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| OOD Detection | CIFAR10 ID FMNIST OOD | 54 | Feb 26, 2026 |
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| Language model detoxification | RealToxicityPrompts (test) | 54 | Feb 26, 2026 |
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| Video Question Answering | Video-ChatGPT | 54 | Jun 12, 2026 |
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| Lexical Semantic Change Detection | SemEval Task 1 Subtask 2 English 2020 | 54 | Feb 26, 2026 |
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| Membership Inference Attack | WikiMIA length 32 | 54 | Apr 1, 2026 |
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| Graph Anomaly Detection | ACM | 54 | May 26, 2026 |
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| Backdoor Attack | CIFAR-10 (test) | 54 | Mar 20, 2026 |
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