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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 |
|---|---|---|---|---|---|
| Text-to-video retrieval | MSRVTT | 75 | Feb 26, 2026 | ||
| Univariate time-series forecasting | ETTh1 | 75 | Jun 8, 2026 | ||
| Image Generation | LSUN Church-Outdoor unconditional (test) | 75 | Feb 26, 2026 | ||
| Image Classification | Red Mini-ImageNet (test) | 75 | Mar 10, 2026 | ||
| Image Classification | Oxford-IIIT Pet |
| 75 |
| May 5, 2026 |
| 3D Semantic Segmentation | SemanticKITTI (val) | 75 | May 19, 2026 |
|---|
| Class-incremental learning | CIFAR-100 Split (test) | 75 | Feb 26, 2026 |
|---|
| Human Pose Estimation | PoseTrack 2017 (val) | 75 | Mar 9, 2026 |
|---|
| News Recommendation | MIND (test) | 75 | May 22, 2026 |
|---|
| Sentiment Analysis | SST | 75 | Jun 2, 2026 |
|---|
| 3D Object Detection | ScanNet (val) | 75 | Mar 16, 2026 |
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| Referring Image Segmentation | RefCOCOg (test) | 75 | May 14, 2026 |
|---|
| Object Detection | PASCAL VOC Novel Set 2 2007+2012 | 75 | Feb 27, 2026 |
|---|
| Semantic Segmentation | PASCAL-5^i Fold-3 | 75 | Feb 26, 2026 |
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| Semantic Segmentation | PASCAL-5^i Fold-2 | 75 | Feb 26, 2026 |
|---|
| Semantic Segmentation | PASCAL-5^i Fold-1 | 75 | Feb 26, 2026 |
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| Semantic Segmentation | PASCAL-5^i Fold-0 | 75 | Feb 26, 2026 |
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| Unsupervised Parsing | PTB (test) | 75 | Feb 26, 2026 |
|---|
| Object Detection | PASCAL VOC 2007+2012 (Novel Set 1) | 75 | Feb 27, 2026 |
|---|
| Molecular Property Prediction | ToxCast (scaffold) | 75 | Mar 19, 2026 |
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| Video Anomaly Detection | CUHK Avenue | 75 | Jun 16, 2026 |
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| Visual Dialog | VisDial 1.0 (val) | 75 | May 26, 2026 |
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| Passage Ranking | MS MARCO (dev) | 75 | Jun 26, 2026 |
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| Image Classification | mini-ImageNet (test) | 75 | Feb 26, 2026 |
|---|
| Video Classification | Something-something v1 (val) | 75 | Feb 26, 2026 |
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