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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 |
|---|---|---|---|---|---|
| Question Answering | PopQA | 86 | Jun 9, 2026 | ||
| Logical Reasoning | ZebraLogic | 86 | Jun 30, 2026 | ||
| Common Sense Reasoning | HellaSwag (test) | 86 | Jun 24, 2026 | ||
| Mathematical Reasoning | AIME 2024 | 86 | Feb 26, 2026 | ||
| Composed Video Retrieval | WebVid-CoVR (test) |
| 86 |
| Jun 9, 2026 |
| Visual Question Answering | SQA | 86 | Jun 16, 2026 |
|---|
| Infographic Visual Question Answering | InfoVQA | 86 | Jul 7, 2026 |
|---|
| Human Activity Recognition | UCI-HAR | 86 | May 22, 2026 |
|---|
| Unsupervised Object Discovery | COCO 20K | 86 | May 19, 2026 |
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| Image Classification | Flowers | 86 | Mar 23, 2026 |
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| Medical Image Segmentation | Duke | 86 | Jun 23, 2026 |
|---|
| Multi-modal Understanding | LLaVA-Bench Wild | 86 | Apr 14, 2026 |
|---|
| Super-Resolution | Manga109 x3 (test) | 86 | May 26, 2026 |
|---|
| Semantic Segmentation | nuScenes 1.0 (val) | 86 | Jul 1, 2026 |
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| Semantic Segmentation | PST900 | 86 | Jun 16, 2026 |
|---|
| Fact Verification | TabFact | 86 | Jun 30, 2026 |
|---|
| Few-shot Image Classification | tieredImagenet (test) | 86 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR | 86 | May 1, 2026 |
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| Scene Graph Generation | Open Images V6 (test) | 86 | Jul 8, 2026 |
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| Monocular Depth Estimation | Stanford2D3D (test) | 86 | May 27, 2026 |
|---|
| Classification | adult | 86 | May 13, 2026 |
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| Node Classification | IMDB (test) | 86 | Jul 7, 2026 |
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| Node Classification | DBLP (test) | 86 | Jul 7, 2026 |
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| Image Classification | SUN | 86 | Feb 27, 2026 |
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| Skeleton-based Action Recognition | NTU (Cross-Subject) | 86 | Feb 26, 2026 |
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