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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 |
|---|---|---|---|---|---|
| Short-term forecasting | PEMS07 | 99 | Jun 26, 2026 | ||
| Retrieval Attack Defense | Natural Questions (NQ) | 99 | Mar 27, 2026 | ||
| Graph Anomaly Detection | 99 | May 27, 2026 | |||
| Federated Learning Image Classification | OpenSARShip | 99 | Feb 26, 2026 | ||
| Federated Learning Image Classification | MSTAR |
| 99 |
| Feb 26, 2026 |
| Complex Reasoning | BBH | 99 | Jun 5, 2026 |
|---|
| Multiple Choice Question Answering | IndoCulture native prompts (test) | 99 | Feb 26, 2026 |
|---|
| Mathematical Reasoning | AGIEval MATH | 99 | May 26, 2026 |
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| Recommendation | MovieLens | 99 | May 12, 2026 |
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| General Reasoning | Super GPQA | 99 | Jun 23, 2026 |
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| Hallucination Detection | RAGTruth (test) | 99 | May 11, 2026 |
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| Image Classification Calibration | CIFAR100 | 99 | Jun 25, 2026 |
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| Open Vocabulary Semantic Segmentation | Pascal Context PC-59 | 99 | May 12, 2026 |
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| Image Generation | ImageNet 512x512 | 99 | Jun 30, 2026 |
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| Visual Question Answering | MMBench-CN | 99 | Jul 7, 2026 |
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| Multimodal Perception | MME Perception | 99 | May 8, 2026 |
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| Video Instance Segmentation | YouTube-VIS 2021 | 99 | Jun 8, 2026 |
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| Image Generation | CelebA | 99 | Jun 30, 2026 |
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| Panoptic Segmentation | ADE20K (val) | 99 | May 19, 2026 |
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| Continuous Sign Language Recognition | CSL-Daily (test) | 99 | Apr 1, 2026 |
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| Image-to-Text Retrieval | Flickr30K-CN | 99 | Feb 26, 2026 |
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| Sentence Classification Transfer Tasks | SentEval transfer tasks | 99 | Feb 26, 2026 |
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| Time-series Generation | Energy | 99 | Jun 11, 2026 |
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| Relation Extraction | SciERC | 99 | Jun 30, 2026 |
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| Semantic Segmentation | Cityscapes 1/4 (744 labels) | 99 | Jul 7, 2026 |
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