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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 Denoising | DAVIS 2017 | 51 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1k | 51 | Feb 26, 2026 | ||
| Classification | Fashion (test) | 51 | Feb 26, 2026 | ||
| Code Generation | MBPP Sanitized | 51 | Feb 26, 2026 | ||
| Classification | CivilComments (test) | 51 | May 21, 2026 | ||
| Classification |
| CIFAR-10-C (test) |
| 51 |
| Jul 1, 2026 |
| Face Recognition | IJB-C | 51 | Apr 13, 2026 |
|---|
| Face Recognition | IJB-B | 51 | Apr 13, 2026 |
|---|
| Link Prediction | Wikipedia (inductive) | 51 | May 18, 2026 |
|---|
| Whole Tumor Segmentation | BraTS 2018 | 51 | May 19, 2026 |
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| Face Recognition | TinyFace | 51 | Jun 11, 2026 |
|---|
| Molecular property prediction | HIV | 51 | Jul 7, 2026 |
|---|
| Image Classification | 11 Downstream Classification Datasets (Collection) | 51 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10-LT gamma=100 (test) | 51 | May 29, 2026 |
|---|
| 3D Question Answering | ScanQA w/o objects (test) | 51 | Feb 26, 2026 |
|---|
| Image Denoising | Kodak24 (test) | 51 | May 26, 2026 |
|---|
| Unsupervised Domain Adaptation Classification | Office-31 (test) | 51 | Feb 26, 2026 |
|---|
| Depth Estimation | Stanford2D3D | 51 | Jun 11, 2026 |
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| 3D Human Reconstruction | CAPE-FP | 51 | Feb 26, 2026 |
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| Object Detection | CARLA simulator (test) | 51 | Mar 30, 2026 |
|---|
| Node Classification | Citeseer (inductive) | 51 | Mar 16, 2026 |
|---|
| Navigation | REVERIE Unseen (test) | 51 | Jun 4, 2026 |
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| Image Classification | CIFAR100-C (test) | 51 | Mar 27, 2026 |
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| Table-to-text Generation | E2ENLG (test) | 51 | May 14, 2026 |
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| Grounded Situation Recognition | SWiG (dev) | 51 | Feb 26, 2026 |
|---|