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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 |
|---|---|---|---|---|---|
| Moment Retrieval | QVHighlights (test) | 235 | Jun 9, 2026 | ||
| Text-to-Image Retrieval | MS-COCO | 235 | Jun 30, 2026 | ||
| Image Classification | CIFAR-100 Long-Tailed (test) | 234 | Apr 7, 2026 | ||
| Question Answering | BoolQ | 233 | Jun 26, 2026 | ||
| Video Understanding | MLVU |
| 233 |
| Jul 7, 2026 |
| Automated Planning | PDDL | 233 | Feb 26, 2026 |
|---|
| Sentiment Classification | SST2 (test) | 233 | Jun 4, 2026 |
|---|
| Grammatical Error Correction | CoNLL 2014 (test) | 233 | Jun 16, 2026 |
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| Multimodal Understanding | MMMU | 232 | May 19, 2026 |
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| Time Series Forecasting | PEMS08 | 232 | Jun 5, 2026 |
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| Image Classification | mini-ImageNet (test) | 232 | Jul 1, 2026 |
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| Vehicle Re-identification | VeRi-776 (test) | 232 | Feb 27, 2026 |
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| RGB-D Salient Object Detection | STERE | 232 | Jul 1, 2026 |
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| Image Classification | ImageNet V2 (test) | 232 | Jun 25, 2026 |
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| Action Recognition | MSRAction3D | 232 | Jul 2, 2026 |
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| Image Classification | iNaturalist 2018 (test) | 232 | Jun 29, 2026 |
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| Action Recognition | NTU 120 (Cross-Setup) | 231 | Apr 21, 2026 |
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| Video Super-Resolution | REDS4 (test) | 231 | Jul 2, 2026 |
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| Image Retrieval | Stanford Online Products (test) | 231 | Apr 21, 2026 |
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| 5-way Classification | miniImageNet (test) | 231 | Feb 26, 2026 |
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| Semantic Segmentation | PASCAL VOC 2012 | 231 | Jul 7, 2026 |
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| Time Series Forecasting | M1 Competition 1001 (All data) | 230 | Jun 29, 2026 |
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| Question Answering | ARC | 230 | Mar 13, 2026 |
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| Image Classification | Tiny-ImageNet | 230 | Mar 17, 2026 |
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| Deepfake Detection | DFDC | 230 | Jun 1, 2026 |
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