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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 |
|---|---|---|---|---|---|
| 3D Human Mesh Estimation | 3DPW (test) | 44 | Feb 26, 2026 | ||
| Multivariate long-term time series forecasting | Electricity Multivariate (test) | 44 | Feb 26, 2026 | ||
| Point Cloud Completion | ShapeNet-55 (test) | 44 | Feb 26, 2026 | ||
| Ejection Fraction Prediction | EchoNet-Dynamic (test) |
| 44 |
| Feb 26, 2026 |
| Few-shot Segmentation | PASCAL-5i 5-shot | 44 | Feb 26, 2026 |
|---|
| Rolling Shutter Global Reset (RSGR) Correction | SET-II | 44 | Feb 26, 2026 |
|---|
| Rolling Shutter Global Reset (RSGR) Correction | SET-I | 44 | Feb 26, 2026 |
|---|
| Anomaly Detection | WADI | 44 | May 26, 2026 |
|---|
| Image Classification | Oxford 102 Flowers (test) | 44 | May 15, 2026 |
|---|
| Semantic Segmentation | NightCity+ (val) | 44 | Feb 26, 2026 |
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| Deepfake Detection | FF++ (test) | 44 | Mar 16, 2026 |
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| Hand Mesh Reconstruction | HO3D v2 (test) | 44 | Mar 18, 2026 |
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| Video Quality Assessment | CVD 2014 (test) | 44 | Feb 26, 2026 |
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| Object Detection | COCO standard (1%) | 44 | Feb 27, 2026 |
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| Referring Video Segmentation | Refer-Youtube-VOS (val) | 44 | Feb 26, 2026 |
|---|
| Class-Incremental Learning | CIFAR-100 (test) | 44 | Jun 25, 2026 |
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| Multi-label Recognition | Pascal VOC 2007 (test) | 44 | May 28, 2026 |
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| Knowledge Base Question Answering | CWQ (test) | 44 | Jun 2, 2026 |
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| Object Detection | COCO | 44 | Feb 26, 2026 |
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| Image Classification | Imagenette | 44 | Jul 7, 2026 |
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| Node classification | Penn94 50/25/25 (test) | 44 | Feb 26, 2026 |
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| Anomaly Detection | AITEX | 44 | May 25, 2026 |
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| Segmentation | Pancreas-CT (test) | 44 | Feb 26, 2026 |
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| Image Classification | VisDA (val) | 44 | Feb 26, 2026 |
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| Extreme Multi-label Classification | Amazon-3M | 44 | Jun 2, 2026 |
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