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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 |
|---|---|---|---|---|---|
| 4-class respiratory sound classification | ICBHI 60-40% split official (test) | 41 | Jun 11, 2026 | ||
| Audio-visual video forgery detection | FakeAVCeleb | 41 | Feb 26, 2026 | ||
| Non-rigid shape matching | DT4D-H | 41 | May 14, 2026 | ||
| Spatio-temporal forecasting | NYC Taxi (test) | 41 | Feb 26, 2026 | ||
| Image Classification | ImageNet1K (val) |
| 41 |
| Apr 20, 2026 |
| Image Classification | TissueMNIST (test) | 41 | Feb 26, 2026 |
|---|
| Uncertainty Estimation | GSM8K | 41 | May 1, 2026 |
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| Boolean Question Answering | BoolQ (test) | 41 | Jun 4, 2026 |
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| Text-to-Image Generation | MS-COCO 30K (test) | 41 | Feb 26, 2026 |
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| Composed Image Retrieval | Shoes | 41 | Jun 4, 2026 |
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| Person Re-Identification | PRCC | 41 | Jun 2, 2026 |
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| Medical Image Segmentation | Abd-MRI | 41 | Mar 24, 2026 |
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| Classification | ImageNet 1k (val) | 41 | Jun 9, 2026 |
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| Video-to-text retrieval | ActivityNet Captions | 41 | Feb 27, 2026 |
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| Image Forgery Detection | DSO-1 | 41 | Jun 24, 2026 |
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| Summarization Evaluation | SummEval | 41 | Feb 26, 2026 |
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| Second-level Implicit Discourse Relation Recognition | PDTB 2.0 (Lin split) | 41 | Feb 26, 2026 |
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| Machine Translation | Flores-101 (test) | 41 | Mar 16, 2026 |
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| Co-saliency Detection | CoSOD3k (test) | 41 | Feb 26, 2026 |
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| Video Frame Interpolation | UCF101 (test) | 41 | Feb 26, 2026 |
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| Node classification | Film (test) | 41 | Feb 26, 2026 |
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| Formal Theorem Proving | miniF2F Isabelle (val) | 41 | Feb 26, 2026 |
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| Sign Language Recognition | Phoenix 2014T (test) | 41 | Feb 26, 2026 |
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| Image Classification | CUB (test) | 41 | Jun 23, 2026 |
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| Semantic Segmentation | Dark Zurich | 41 | Mar 30, 2026 |
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