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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 |
|---|---|---|---|---|---|
| Node Classification | CORA inductive setting (test) | 37 | Jun 23, 2026 | ||
| Pixel-by-pixel image classification | CIFAR-10 sequential (test) | 37 | Feb 26, 2026 | ||
| Dynamic new link prediction | Social Evo. | 37 | Feb 26, 2026 | ||
| Video Denoising | DAVIS (test) | 37 | Feb 26, 2026 | ||
| Image Classification | ImageNet-LT 1.0 (test) | 37 | Feb 27, 2026 | ||
| Image Classification |
| CIFAR-10-C v1 (test) |
| 37 |
| Jun 16, 2026 |
| Face Alignment | AFLW 21 landmarks | 37 | Feb 26, 2026 |
|---|
| Opinion Term Extraction | 14res SemEval 2014 (test) | 37 | Feb 26, 2026 |
|---|
| Clustering | REUTERS 10K | 37 | Apr 7, 2026 |
|---|
| Question Answering | HotpotQA (test) | 37 | Mar 10, 2026 |
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| Node Classification | PubMed 0.1% labels | 37 | Feb 26, 2026 |
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| Node Classification | PubMed 0.03% labels | 37 | Feb 26, 2026 |
|---|
| Facial Expression Recognition | AffectNet | 37 | Apr 1, 2026 |
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| Image Denoising | color-BSD68 (test) | 37 | Feb 26, 2026 |
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| Open-domain question answering | NaturalQ-Open (test) | 37 | Feb 26, 2026 |
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| Image Clustering | Tiny-ImageNet | 37 | Feb 27, 2026 |
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| Object Classification | N-Caltech101 | 37 | Jun 4, 2026 |
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| Semantic Segmentation | SUN-RGBD | 37 | Apr 15, 2026 |
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| Entity Typing | OntoNotes (test) | 37 | Feb 26, 2026 |
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| Image Classification | T-ImageNet (test) | 37 | May 27, 2026 |
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| Natural Language Understanding | GLUE 1.0 (test) | 37 | Jun 12, 2026 |
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| Fine-grained 5-way classification | Stanford Dogs | 37 | Apr 21, 2026 |
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| Image Deblurring | GoPro 17 (test) | 37 | Feb 26, 2026 |
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| 6D Object Pose Estimation | Occlusion LINEMOD | 37 | Jun 23, 2026 |
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| Scene Text Recognition | SVT Perspective | 37 | Feb 26, 2026 |
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