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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 |
|---|---|---|---|---|---|
| Video Captioning | VATEX | 76 | Apr 10, 2026 | ||
| Molecular property prediction | ClinTox | 76 | Jun 5, 2026 | ||
| Image Classification | CIFAR-100 Symmetric Noise (test) | 76 | Feb 26, 2026 | ||
| Human-Object Interaction Detection | V-COCO 1.0 (test) | 76 | Feb 26, 2026 | ||
| Visual Place Recognition | St Lucia |
| 76 |
| Feb 26, 2026 |
| Adversarial Robustness | CIFAR-10 (test) | 76 | Jun 4, 2026 |
|---|
| Semantic Segmentation | ADE20K v1 (val) | 76 | Feb 26, 2026 |
|---|
| Image Classification | VLCS | 76 | Feb 26, 2026 |
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| Semantic Segmentation | VOC 2012 (val) | 76 | Apr 15, 2026 |
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| Cross-view geo-localization | CVACT (val) | 76 | Mar 30, 2026 |
|---|
| Video Retrieval | HMDB51 (test) | 76 | Feb 26, 2026 |
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| Summarization | Arxiv | 76 | Feb 26, 2026 |
|---|
| Open Set Recognition | CIFAR10 | 76 | Feb 26, 2026 |
|---|
| Salient Object Detection | NLPR (test) | 76 | Feb 26, 2026 |
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| Image Captioning | MS-COCO online (test) | 76 | May 26, 2026 |
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| Few-shot classification | Places | 76 | May 22, 2026 |
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| Table Recognition | PubTabNet (test) | 76 | Jun 18, 2026 |
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| Domain Adaptation | Image-CLEF DA (test) | 76 | Feb 26, 2026 |
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| Video saliency prediction | UCF sports (test) | 76 | Jun 4, 2026 |
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| Face Verification | YTF | 76 | Feb 26, 2026 |
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| Binary Sentiment Classification | CMU-MOSI (test) | 76 | May 19, 2026 |
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| Shadow Removal | ISTD (test) | 76 | Jul 9, 2026 |
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| Multi-class classification | PACS (test) | 76 | Feb 26, 2026 |
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| Dependency Parsing | English PTB Stanford Dependencies (test) | 76 | Feb 26, 2026 |
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| Image Captioning Evaluation | Flickr8K Expert (test) | 76 | Feb 26, 2026 |
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