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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 |
|---|---|---|---|---|---|
| Out-of-Distribution Detection | ImageNet-1k | 156 | Apr 24, 2026 | ||
| Sign Language Translation | PHOENIX-2014T (dev) | 156 | Jun 30, 2026 | ||
| Question Answering | SQuAD (test) | 156 | Jul 8, 2026 | ||
| Image Classification | ILSVRC 2012 (val) | 156 | Jun 5, 2026 | ||
| Multivariate long-term series forecasting | Exchange |
| 156 |
| May 20, 2026 |
| Handwritten Mathematical Expression Recognition | CROHME 2014 (test) | 156 | Feb 26, 2026 |
|---|
| Visual Place Recognition | MSLS Challenge | 156 | Jun 2, 2026 |
|---|
| Object Detection | V2X-Sim (test) | 155 | Apr 28, 2026 |
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| Image Classification | CIFAR100 long-tailed (test) | 155 | Feb 26, 2026 |
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| Object Detection | VisDrone (val) | 155 | Jul 7, 2026 |
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| Super-Resolution | DIV2K | 155 | Jul 1, 2026 |
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| Class-conditional Image Generation | ImageNet 128x128 | 155 | Mar 17, 2026 |
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| Constituent parsing | PTB (test) | 155 | May 14, 2026 |
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| Action Recognition | UCF101 (3 splits) | 155 | Feb 26, 2026 |
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| Crowd Counting | ShanghaiTech Part A | 155 | Mar 26, 2026 |
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| Graph Classification | IMDB-B (test) | 155 | May 8, 2026 |
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| Graph Classification | IMDB-B (10-fold cross-validation) | 155 | May 5, 2026 |
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| Image Classification | CIFAR-10 (test) | 154 | Mar 17, 2026 |
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| Watermark Detection | BOOKSUM | 154 | May 29, 2026 |
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| Mortality Prediction | MIMIC IV | 154 | Jun 11, 2026 |
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| Multimodal Model Evaluation | MMBench Chinese | 154 | Mar 13, 2026 |
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| Image Captioning | TextCaps | 154 | Jun 4, 2026 |
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| Camouflaged Object Detection | CAMO (test) | 154 | May 26, 2026 |
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| Visual Object Tracking | OTB-100 | 154 | May 12, 2026 |
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| Sentiment Classification | MR (test) | 154 | Jun 4, 2026 |
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