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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 |
|---|---|---|---|---|---|
| 5-way classification | ChestX BSCD-FSL | 45 | Feb 26, 2026 | ||
| 5-way classification | ISIC BSCD-FSL | 45 | Feb 26, 2026 | ||
| Point Cloud Completion | ShapeNet-34 unseen categories | 45 | Mar 24, 2026 | ||
| Answer Sentence Selection | ASNQ (test) | 45 | Feb 27, 2026 | ||
| Space-Time Video Super-Resolution | GoPro Average (test) |
| 45 |
| Apr 21, 2026 |
| Image Classification | ImageNet-1k 1.0 (val) | 45 | Feb 26, 2026 |
|---|
| Super-Resolution | Set14 x4 | 45 | May 19, 2026 |
|---|
| Image Classification | ImageNet-21K (val) | 45 | Feb 26, 2026 |
|---|
| Relation Extraction | DocRED official (test) | 45 | Feb 26, 2026 |
|---|
| Few-shot Classification | Meta-Dataset | 45 | Feb 26, 2026 |
|---|
| Classification | Wine (test) | 45 | Jul 1, 2026 |
|---|
| Generalized Few-Shot Object Detection | MS-COCO | 45 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR100 without Cutout (test) | 45 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 without Cutout (test) | 45 | Feb 26, 2026 |
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| Object Detection Attack | COCO 500 images 2017 (test) | 45 | Feb 26, 2026 |
|---|
| Metrics correlation with human judgment | WebNLG challenge 2017 | 45 | Feb 26, 2026 |
|---|
| Graph Classification | CSL (test) | 45 | Feb 26, 2026 |
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| Matting | Distinction-646 (test) | 45 | Feb 26, 2026 |
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| Defocus Deblurring | RTF (test) | 45 | Jul 8, 2026 |
|---|
| Classification | wine | 45 | Mar 18, 2026 |
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| Anomaly Detection | SDD (test) | 45 | Mar 31, 2026 |
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| Multimodal Machine Translation | Multi30k En-De 2017 (test) | 45 | Feb 26, 2026 |
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| AMR parsing | AMR 3.0 (test) | 45 | Feb 26, 2026 |
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| Semantic Segmentation | SemanticKITTI single-scan (test) | 45 | Feb 26, 2026 |
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| Image-text retrieval | Flickr30K (test) | 45 | Jun 30, 2026 |
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