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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 |
|---|---|---|---|---|---|
| Link Prediction | Twitch DE | 30 | Feb 26, 2026 | ||
| Link Prediction | snap-reddit | 30 | Feb 26, 2026 | ||
| Link Prediction | snap-email | 30 | Feb 26, 2026 | ||
| Super-resolution | CRL (test) | 30 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | Pascal-VOC 15-5 scenario 2012 | 30 | Feb 26, 2026 | ||
| Image Classification | ImageNet ILSVRC 2012 |
| 30 |
| Jun 4, 2026 |
| Attribution Quality Evaluation | ImageNet (val) | 30 | Feb 26, 2026 |
|---|
| Generalized Low-shot Classification | ImageNet Combined SEEN and UNSEEN | 30 | Feb 26, 2026 |
|---|
| Image-to-text Retrieval | Flickr30k (1K) | 30 | Feb 26, 2026 |
|---|
| Multimodal Machine Translation | Multi30k En-Fr 2016 (test) | 30 | Feb 26, 2026 |
|---|
| Machine Translation | Multi30k En→Fr v1 2017 (test) | 30 | Feb 26, 2026 |
|---|
| Stereo Image Super-Resolution | Flickr1024 | 30 | May 22, 2026 |
|---|
| Human Keypoint Detection | COCO | 30 | Feb 26, 2026 |
|---|
| Preference Evaluation | Mturk user study Overall Preferences 1.0 | 30 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 1.0 (test) | 30 | Apr 16, 2026 |
|---|
| Link Prediction | WN18RR transductive (test) | 30 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 80% noise (test) | 30 | Feb 26, 2026 |
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| Infrared and Visible Image Fusion | TNO image fusion | 30 | Feb 26, 2026 |
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| Single-source Domain Generalization | PACS (test) | 30 | Jun 24, 2026 |
|---|
| Node classification | PPI | 30 | Feb 26, 2026 |
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| Recipe-to-image retrieval | Recipe1M 1.0 (test) | 30 | Feb 26, 2026 |
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| Image Classification | ImageNet-LT Forward Shifted (test) | 30 | Feb 26, 2026 |
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| Image Classification | TinyImageNet-C | 30 | May 18, 2026 |
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| Heart Rate estimation | MMSE-HR | 30 | Apr 14, 2026 |
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| Fundamental Matrix Estimation | KITTI Odometry (Sequence 00) | 30 | Feb 26, 2026 |
|---|