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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 |
|---|---|---|---|---|---|
| Mathematical Reasoning | GSM8K (test) | 954 | May 28, 2026 | ||
| Node classification | Cora (test) | 951 | May 19, 2026 | ||
| Image Classification | ImageNet 1k (test) | 939 | Jul 2, 2026 | ||
| Node Classification | Chameleon |
| 936 |
| Jun 25, 2026 |
| 3D Object Detection | nuScenes (test) | 924 | Jun 16, 2026 |
|---|
| Mathematical Reasoning | MATH500 (test) | 922 | Jul 8, 2026 |
|---|
| Science Question Answering | ScienceQA | 916 | Jun 26, 2026 |
|---|
| Text-to-Image Generation | GenEval | 914 | Jul 9, 2026 |
|---|
| Multivariate Forecasting | ETTh1 | 909 | Jun 11, 2026 |
|---|
| Language Modeling | C4 (val) | 908 | Jul 3, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 906 | Feb 26, 2026 |
|---|
| Question Answering | ARC Challenge | 906 | Apr 2, 2026 |
|---|
| Node Classification | Pubmed | 902 | Jun 23, 2026 |
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| Multimodal Evaluation | MME | 902 | Jul 3, 2026 |
|---|
| Node Classification | Cornell | 900 | Jun 19, 2026 |
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| Node Classification | Wisconsin | 898 | Jun 11, 2026 |
|---|
| Commonsense Reasoning | HellaSwag | 897 | Jun 29, 2026 |
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| Image Classification | MNIST (test) | 894 | Mar 12, 2026 |
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| Multimodal Understanding | MMBench | 887 | Jun 30, 2026 |
|---|
| Composed Image Retrieval | CIRR (test) | 887 | Jul 7, 2026 |
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| Mathematical Reasoning | MATH | 882 | Apr 14, 2026 |
|---|
| Multi-task Language Understanding | MMLU | 881 | Apr 21, 2026 |
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| Image Super-Resolution | Manga109 | 875 | May 26, 2026 |
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| Image Classification | ImageNet-1K (val) | 871 | Jun 11, 2026 |
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| Time Series Forecasting | ETTh1 | 869 | Jun 24, 2026 |
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