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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 |
|---|---|---|---|---|---|
| Unsupervised Domain Adaptation | Office-Home | 295 | Jun 15, 2026 | ||
| Semantic Segmentation | PASCAL VOC | 295 | Jun 16, 2026 | ||
| Lane Detection | CULane (test) |
| 295 |
| May 25, 2026 |
| Reading Comprehension | RACE high | 295 | Feb 27, 2026 |
|---|
| Multi-hop Question Answering | HotpotQA | 294 | Apr 23, 2026 |
|---|
| Hallucination Detection | HotpotQA | 294 | Jun 23, 2026 |
|---|
| Domain Generalization | OfficeHome | 294 | Jul 3, 2026 |
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| Long-context Language Understanding | LongBench | 294 | May 13, 2026 |
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| Mathematical Reasoning | AIME 2024 (test) | 294 | Jul 7, 2026 |
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| Image Classification | CIFAR-100 original (test) | 293 | Mar 30, 2026 |
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| Image Generation | ImageNet (val) | 293 | Jun 5, 2026 |
|---|
| Object Detection | PASCAL VOC 2012 (test) | 293 | May 15, 2026 |
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| Anomaly Detection | VisA | 293 | Jul 7, 2026 |
|---|
| Document Visual Question Answering | DocVQA (test) | 292 | Jun 2, 2026 |
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| General AI Assistant Tasks | GAIA | 291 | May 18, 2026 |
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| Unconditional Image Generation | CIFAR-10 | 291 | Jun 29, 2026 |
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| Image Classification | GTSRB | 291 | Feb 27, 2026 |
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| Depth Estimation | KITTI (Eigen split) | 291 | Apr 9, 2026 |
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| Image Classification | iNaturalist 2018 | 291 | Mar 4, 2026 |
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| Long Video Understanding | LongVideoBench | 290 | Jun 25, 2026 |
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| Language Modeling | WikiText-103 (val) | 290 | Jun 23, 2026 |
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| Mathematical Reasoning | Minerva | 289 | May 22, 2026 |
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| Medical Visual Question Answering | SLAKE | 289 | Jul 1, 2026 |
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| Image Classification | FGVCAircraft | 289 | May 26, 2026 |
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| Image Classification | TinyImageNet (val) | 289 | Jun 1, 2026 |
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