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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 |
|---|---|---|---|---|---|
| Class-Conditional Image Generation | ImageNet class-conditional 256x256 (test val) | 81 | Mar 4, 2026 | ||
| Image Classification | CIFAR-10 40 labels | 81 | Feb 26, 2026 | ||
| Response Selection | E-commerce (test) | 81 | Feb 26, 2026 | ||
| Image Captioning | MS-COCO | 81 | May 21, 2026 | ||
| 3D Object Detection | SUN RGB-D v1 (val) |
| 81 |
| Feb 26, 2026 |
| Image Generation | LSUN Bedroom 256x256 (test) | 81 | Apr 23, 2026 |
|---|
| Image Classification | STL-10 1000 labels | 81 | Apr 24, 2026 |
|---|
| Video Object Segmentation | YouTube-VOS (val) | 81 | Jul 9, 2026 |
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| Semantic Scene Completion | NYU v2 (test) | 81 | Mar 27, 2026 |
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| Natural Language Inference | MultiNLI (test) | 81 | Apr 21, 2026 |
|---|
| Object Detection | MS COCO (test) | 81 | Feb 26, 2026 |
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| Image Classification | Visual Decathlon Challenge 1.0 (test) | 81 | Feb 26, 2026 |
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| Molecular property prediction | Tox21 (test) | 81 | May 18, 2026 |
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| Molecular property prediction | SIDER (test) | 81 | May 18, 2026 |
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| Image Classification | CIFAR-10 standard (test) | 81 | Apr 14, 2026 |
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| Image Quality Assessment | QBench | 81 | Apr 24, 2026 |
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| Text Classification | IMDB (test) | 81 | Apr 3, 2026 |
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| Cross-lingual Alignment Correlation | Belebele FLORES (test) | 81 | Feb 26, 2026 |
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| Cross-lingual Alignment Correlation | m-MMLU FLORES (test) | 81 | Feb 26, 2026 |
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| Cross-lingual Alignment Correlation | m-ARC FLORES (test) | 81 | Feb 26, 2026 |
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| Multi-label Classification | MS-COCO 2014 (test) | 81 | May 28, 2026 |
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| Speech Recognition | LibriSpeech (test) | 81 | Jul 3, 2026 |
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| Image Classification | Stanford Cars | 80 | Jul 8, 2026 |
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| Causal Discovery | SCP sparse | 80 | Jun 24, 2026 |
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| Causal Discovery | sparse SCP | 80 | Jun 24, 2026 |
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