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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 |
|---|---|---|---|---|---|
| Multivariate Time Series Classification | BasicMotions | 32 | Jun 4, 2026 | ||
| Multivariate Time Series Classification | NATOPS | 32 | Jun 4, 2026 | ||
| Multivariate Time Series Classification | Insect Wingbeat | 32 | Jun 4, 2026 | ||
| Person Re-identification | Market-1501 holistic (test) | 32 | Feb 26, 2026 | ||
| Patch-Level Classification | Private-Breast (5-Fold CV) |
| 32 |
| Feb 26, 2026 |
| Long-term Time Series Forecasting | ELC | 32 | Feb 26, 2026 |
|---|
| Univariate Time Series Forecasting | ETTh2 v1 (test) | 32 | Feb 26, 2026 |
|---|
| Univariate Time Series Forecasting | ETTm1 v1 (test) | 32 | Feb 26, 2026 |
|---|
| Image Recognition | Describable Textures Dataset (DTD) | 32 | Mar 19, 2026 |
|---|
| Object Detection | MS-COCO 2017 (val) | 32 | Feb 26, 2026 |
|---|
| Judge Agreement | MT-bench Second Turn | 32 | Feb 26, 2026 |
|---|
| Document Retrieval | MS MARCO document retrieval (DL'19) | 32 | Jun 11, 2026 |
|---|
| Oriented Object Detection | DIOR-R (test) | 32 | Apr 10, 2026 |
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| node classification | cornell | 32 | Feb 26, 2026 |
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| node classification | wisconsin | 32 | Feb 26, 2026 |
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| node classification | dd687 | 32 | Feb 26, 2026 |
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| node classification | dd68 | 32 | Feb 26, 2026 |
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| node classification | dd242 | 32 | Feb 26, 2026 |
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| node classification | brazil | 32 | Feb 26, 2026 |
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| Multivariate Time Series Forecasting | Wiki | 32 | May 12, 2026 |
|---|
| Regression | Synthetic Matérn-5/2 Interpolation (INT) | 32 | Feb 26, 2026 |
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| Action Recognition | PKU-MMD Cross-Subject | 32 | May 20, 2026 |
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| Action Recognition | N-UCLA Cross-View | 32 | Feb 26, 2026 |
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| Hand Pose Estimation | Ego4D HInt v1 (test) | 32 | Feb 26, 2026 |
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| Hand Pose Estimation | HInt - VISOR v1 (test) | 32 | Feb 26, 2026 |
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