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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 |
|---|---|---|---|---|---|
| Image Classification | CUB 200 2011 | 381 | Jun 11, 2026 | ||
| Semantic Segmentation | ScanNet v2 (val) | 380 | May 21, 2026 | ||
| Instance Segmentation | COCO (test-dev) | 380 | Feb 26, 2026 | ||
| Question Answering | SQuAD v1.1 (dev) |
| 380 |
| Apr 6, 2026 |
| Image Classification | STL-10 (test) | 380 | Jun 11, 2026 |
|---|
| Semantic Segmentation | PASCAL VOC (val) | 380 | May 7, 2026 |
|---|
| Object Counting | FSC-147 (test) | 379 | Jul 3, 2026 |
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| Machine Translation | WMT En-De 2014 (test) | 379 | Feb 27, 2026 |
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| Mathematical Reasoning | AIME 2025 | 378 | Jun 24, 2026 |
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| Image Classification | CIFAR100 | 378 | Jun 8, 2026 |
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| Image Classification | CIFAR-10 (val) | 377 | May 12, 2026 |
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| Diagram Understanding | AI2D | 377 | Jul 1, 2026 |
|---|
| Long-term forecasting | ETTh2 | 376 | Jul 9, 2026 |
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| Video Question Answering | MSRVTT-QA (test) | 376 | Mar 26, 2026 |
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| Automatic Speech Recognition | LibriSpeech (dev-clean) | 376 | Jul 1, 2026 |
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| Action Recognition | UCF101 (test) | 376 | Jul 2, 2026 |
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| Image Classification | CIFAR-100 | 375 | Jun 26, 2026 |
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| Mathematical Reasoning | AMC | 375 | Jun 4, 2026 |
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| Anomaly Detection | SMD | 375 | Jun 5, 2026 |
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| Semantic Segmentation | Cityscapes GTA5 to Cityscapes adaptation (val) | 375 | Jul 7, 2026 |
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| General Knowledge | MMLU | 373 | Jul 8, 2026 |
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| Fine-grained Image Classification | Stanford Cars (test) | 372 | May 20, 2026 |
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| Video Instance Segmentation | YouTube-VIS 2021 (val) | 372 | Jun 19, 2026 |
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| Visual Question Answering | TextVQA (val) | 371 | Jun 24, 2026 |
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| Spatial Reasoning | VSI-Bench | 370 | Jul 9, 2026 |
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