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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 |
|---|---|---|---|---|---|
| Video Anomaly Detection | Avenue | 49 | Apr 2, 2026 | ||
| Salient Object Detection | DAVIS S | 49 | Mar 4, 2026 | ||
| Aspect Sentiment Classification | Laptop (test) | 49 | Feb 26, 2026 | ||
| Generalized Zero-Shot Learning | AWA1 | 49 | Feb 27, 2026 | ||
| Clustering | PenDigits |
| 49 |
| Jun 4, 2026 |
| Object Detection | DOTA | 49 | Mar 6, 2026 |
|---|
| Speech Recognition | LRS2 (test) | 49 | Feb 26, 2026 |
|---|
| Image Generation | CelebA (test) | 49 | May 11, 2026 |
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| Object Detection | COCO mini 2017 (val) | 49 | Feb 26, 2026 |
|---|
| Person Re-Identification | CUHK03 Detected (767/700 split) | 49 | Feb 26, 2026 |
|---|
| Semantic Role Labeling | CoNLL 2012 (test) | 49 | Feb 26, 2026 |
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| Natural Language Inference | MultiNLI Matched | 49 | Feb 26, 2026 |
|---|
| Human Pose Estimation | J-HMDB sub | 49 | Feb 26, 2026 |
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| Optical Flow Estimation | Flying Chairs (test) | 49 | Feb 26, 2026 |
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| Human Action Recognition | SBU Kinect Interaction | 49 | Feb 26, 2026 |
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| Facial Landmark Detection | 300-W Challenging Subset | 49 | Feb 26, 2026 |
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| Image Classification | SYN SIGNS to GTSRB (test) | 49 | Feb 26, 2026 |
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| Regression | Yacht | 49 | Feb 26, 2026 |
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| Graph Regression | ZINC | 49 | Feb 26, 2026 |
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| Function Approximation | Function F2(xi) | 49 | Jun 25, 2026 |
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| Linguistic Minimal Pair Scoring | BLiMP | 49 | Feb 26, 2026 |
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| Image Classification | Fashion-MNIST (train) | 49 | Jun 9, 2026 |
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| Graph Classification | PTC (test) | 49 | Feb 26, 2026 |
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| 5-way 5-shot Classification | Omniglot (test) | 49 | Feb 26, 2026 |
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| Image Compression | Kodak (test) | 49 | Jun 23, 2026 |
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