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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 |
|---|---|---|---|---|---|
| AI-generated image detection | GenImage | 173 | Jul 1, 2026 | ||
| Instruction Following | Alpaca | 173 | Jun 29, 2026 | ||
| Monocular Depth Estimation | ETH3D | 173 | Jun 12, 2026 | ||
| Graph Regression | ZINC 12K (test) |
| 173 |
| Apr 21, 2026 |
| Image Classification | F-MNIST (test) | 173 | Jun 19, 2026 |
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| Link Prediction | PubMed | 173 | Jun 11, 2026 |
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| Instance Segmentation | PASCAL VOC 2012 (val) | 173 | Feb 26, 2026 |
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| Semantic Segmentation | COCO Stuff (val) | 173 | Jun 29, 2026 |
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| Face Verification | LFW (test) | 173 | Jul 7, 2026 |
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| Question Answering | HotpotQA | 173 | Jun 16, 2026 |
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| Video Generation Quality Evaluation | EvalVerse | 172 | May 25, 2026 |
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| Time Series Forecasting | PEMS04 | 172 | Jun 5, 2026 |
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| Object Goal Navigation | MP3D | 172 | Jul 1, 2026 |
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| Mathematics | MATH | 172 | Jun 30, 2026 |
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| Multimodal Reasoning | LogicVista | 172 | Jul 3, 2026 |
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| 3D Visual Grounding | ScanRefer | 172 | Jul 8, 2026 |
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| Question Answering | CommonsenseQA | 172 | Jun 24, 2026 |
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| Referring Expression Comprehension | RefCOCO+ (test-A) | 172 | Apr 10, 2026 |
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| Semantic Segmentation | MFNet (test) | 172 | May 1, 2026 |
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| Reasoning | WinoGrande (WG) | 172 | Jun 5, 2026 |
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| Dataset Distillation | ImageWoof 1.0 (test) | 171 | Mar 17, 2026 |
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| Commonsense Inference | HellaSwag | 171 | Jun 18, 2026 |
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| Image Classification | Vision Multi-task Suite (SUN397, Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD) | 171 | Jun 30, 2026 |
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| Code Generation | HumanEval | 171 | Mar 23, 2026 |
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| Multimodal Reasoning | MMMU Pro | 171 | Jul 1, 2026 |
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