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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 |
|---|---|---|---|---|---|
| Low-light enhancement | LOL v1 (test) | 83 | Jun 16, 2026 | ||
| Scene Text Recognition | 6 common benchmarks (test) | 83 | Jun 24, 2026 | ||
| Image Classification | AID | 83 | Jun 23, 2026 | ||
| 3D object classification | ScanObjectNN OBJ_ONLY | 83 | Jun 2, 2026 | ||
| Medical Image Segmentation | ISIC 2018 (test) |
| 83 |
| Jun 30, 2026 |
| CTR Prediction | Frappe | 83 | Feb 26, 2026 |
|---|
| Relative Pose Estimation | MegaDepth (test) | 83 | Feb 26, 2026 |
|---|
| Image Classification | Caltech256 | 83 | Jun 8, 2026 |
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| Audio Classification | VGG-Sound | 83 | Jun 9, 2026 |
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| Backdoor Defense | CIFAR-10 | 83 | Jun 16, 2026 |
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| Video Prediction | Moving MNIST | 83 | Mar 31, 2026 |
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| Image Retrieval | Revisited Oxford (ROxf) + R1M (Hard) | 83 | Feb 26, 2026 |
|---|
| No-Reference Image Quality Assessment | LIVE | 83 | Mar 17, 2026 |
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| Incremental Learning | TinyImageNet | 83 | Feb 26, 2026 |
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| Anomaly Detection | MVTec AD | 83 | Feb 26, 2026 |
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| Skin lesion classification | HAM10000 (test) | 83 | Feb 26, 2026 |
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| Dialogue Summarization | SAMSum (test) | 83 | Jun 5, 2026 |
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| Person Re-Identification | DukeMTMC (test) | 83 | Feb 26, 2026 |
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| Few-shot Segmentation | PASCAL 5i (val) | 83 | Feb 26, 2026 |
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| Image Classification | CIFAR-100-LT Imbalance Ratio 10 | 83 | Feb 26, 2026 |
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| Classification | Food101 | 83 | Jul 7, 2026 |
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| Graph Classification | RDT-B | 83 | Apr 1, 2026 |
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| Facial expression recognition | CK+ | 83 | Jun 9, 2026 |
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| Clustering | Pubmed | 83 | Jun 23, 2026 |
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| 3D Object Detection | KITTI (test) | 83 | Feb 26, 2026 |
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