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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 |
|---|---|---|---|---|---|
| Heart Rate Estimation | UBFC-rPPG (test) | 69 | Jun 15, 2026 | ||
| Time Series Classification | PEMS-SF | 69 | Mar 13, 2026 | ||
| Visual Localization | Aachen Day-Night v1.1 (Night) | 69 | Apr 15, 2026 | ||
| Image Dehazing | SOTS indoor (test) | 69 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 LT (val) | 69 | Feb 26, 2026 | ||
| CIFAR-10 synthetic noise (test) |
| 69 |
| Feb 26, 2026 |
| Weakly Supervised Object Localization | CUB | 69 | Feb 26, 2026 |
|---|
| Aspect Sentiment Triplet Extraction | Rest SemEval 2015 (test) | 69 | Jun 1, 2026 |
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| Aspect Sentiment Triplet Extraction | Lap SemEval 2014 (test) | 69 | Jun 1, 2026 |
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| Text-to-Video Retrieval | VATEX (test) | 69 | May 19, 2026 |
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| Dialogue Relation Extraction | DialogRE (test) | 69 | Feb 26, 2026 |
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| Trajectory Prediction | ETH-UCY | 69 | May 29, 2026 |
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| Object Detection | VOC 2012 (test) | 69 | Mar 4, 2026 |
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| Image Classification | Food-101N (test) | 69 | May 19, 2026 |
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| Text Retrieval | MS-COCO 1K (test) | 69 | Mar 27, 2026 |
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| Few-shot Image Classification | FC100 (test) | 69 | Feb 26, 2026 |
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| Salient Object Detection | HKU-IS 4,447 images (test) | 69 | Jul 7, 2026 |
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| 3D instance segmentation | ScanNet hidden v2 (test) | 69 | Feb 27, 2026 |
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| Aspect-Term Sentiment Analysis | LAPTOP SemEval 2014 (test) | 69 | Feb 27, 2026 |
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| Action Recognition | Charades (val) | 69 | Feb 26, 2026 |
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| Image Classification | permuted MNIST (pMNIST) (test) | 69 | Mar 4, 2026 |
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| Vehicle Re-identification | VehicleID 1600 (test) | 69 | Feb 26, 2026 |
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| Vehicle Re-identification | VehicleID 800 (test) | 69 | Feb 26, 2026 |
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| Density Estimation | MNIST (test) | 69 | May 27, 2026 |
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| Music Source Separation | MUSDB18 (test) | 69 | Feb 26, 2026 |
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