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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 Anomaly Detection | UCF-Crime (test) | 189 | Jul 2, 2026 | ||
| Video Anomaly Detection | XD-Violence (test) | 189 | Jul 2, 2026 | ||
| Image Classification | MNIST (test) | 189 | Mar 24, 2026 | ||
| Image Classification | ImageNet-100 (test) | 189 | Jun 25, 2026 | ||
| No-Reference Image Quality Assessment | KADID-10K |
| 189 |
| Jun 30, 2026 |
| Instance Segmentation | LVIS v1.0 (val) | 189 | Feb 27, 2026 |
|---|
| Action Recognition | Something-Something v1 (test) | 189 | Feb 27, 2026 |
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| Class conditional image generation | ImageNet | 189 | Jun 26, 2026 |
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| Text Classification | 20News | 189 | Jun 11, 2026 |
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| Common sense reasoning | Winogrande | 189 | Mar 30, 2026 |
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| Sentiment Analysis | SST-5 (test) | 189 | Jun 4, 2026 |
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| Generalized Independent Set | SET-2 | 188 | Apr 6, 2026 |
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| Image Classification | ImageNet 1k (val) | 188 | Feb 26, 2026 |
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| Object Detection | LVIS (minival) | 188 | Jun 11, 2026 |
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| Image Classification | ImageNet (val) | 188 | Feb 26, 2026 |
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| Visual Object Tracking | UAV123 (test) | 188 | Feb 26, 2026 |
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| Continuous Sign Language Recognition | PHOENIX 2014 (dev) | 188 | Feb 26, 2026 |
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| Text Detection | ICDAR 2015 | 188 | Apr 23, 2026 |
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| Speaker Verification | VoxCeleb1 with MUSAN noise (test) | 187 | Mar 11, 2026 |
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| Text Generation | OpenWebText | 187 | Jul 7, 2026 |
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| Time Series Imputation | ETTh1 | 187 | Jul 9, 2026 |
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| Semantic Segmentation | COCO 20i | 187 | Jul 7, 2026 |
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| Sign Language Translation | CSL-Daily (test) | 187 | Jul 7, 2026 |
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| Commonsense Reasoning | OBQA | 187 | May 19, 2026 |
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| Action Recognition | Something-Something v2 (test val) | 187 | Feb 26, 2026 |
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