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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 |
|---|---|---|---|---|---|
| Entity Alignment | SRPRS DE-EN (test) | 57 | Feb 26, 2026 | ||
| Entity Alignment | SRPRS FR-EN (test) | 57 | Feb 26, 2026 | ||
| Image Classification | WebVision (val) | 57 | May 21, 2026 | ||
| Disentangled Representation Learning | Cars3D | 57 | Jul 7, 2026 | ||
| Face Identification |
|---|
| MegaFace Challenge1 (Identification) |
| 57 |
| Feb 26, 2026 |
| Node Clustering | ACM | 57 | Feb 26, 2026 |
|---|
| Table Fact Verification | TABFACT small (test) | 57 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 Long Tailed Imbalance Ratio 50 (test) | 57 | Feb 26, 2026 |
|---|
| Time Series Anomaly Detection | SMAP | 57 | Jun 18, 2026 |
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| Object Detection | Cityscapes to Foggy Cityscapes (val) | 57 | Feb 26, 2026 |
|---|
| Image Dehazing | SOTS outdoor RESIDE (test) | 57 | Apr 28, 2026 |
|---|
| Long Form Question Answering | ELI5 | 57 | Jun 2, 2026 |
|---|
| Object Detection | COCO (novel) | 57 | Jun 9, 2026 |
|---|
| Text Classification | Amazon Review Polarity (AMZP) | 57 | Mar 30, 2026 |
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| Question Answering | CommonsenseQA IH (test) | 57 | Feb 26, 2026 |
|---|
| Fact Verification | FEVER (dev) | 57 | Feb 26, 2026 |
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| Link Prediction | WN18RR filtered (test) | 57 | Feb 26, 2026 |
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| Machine Reading Comprehension | SQuAD 2.0 (dev) | 57 | Feb 26, 2026 |
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| Birds-Eye-View Detection | KITTI (test) | 57 | Jun 24, 2026 |
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| Low-shot Image Classification | ImageNet 1k (novel classes) | 57 | Feb 26, 2026 |
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| 3D Object Classification | ModelNet10 (test) | 57 | Mar 12, 2026 |
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| 3D Object Detection | KITTI (val) | 57 | Feb 26, 2026 |
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| Image Classification | Webvision (test) | 57 | Feb 26, 2026 |
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| Click-Through Rate Prediction | Criteo (test) | 57 | May 8, 2026 |
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| Job Shop Scheduling | Taillard's benchmark Avg | 57 | Mar 17, 2026 |
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