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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 |
|---|---|---|---|---|---|
| Anomaly Detection | Vowels | 30 | Jun 16, 2026 | ||
| Hyperspectral Image Classification | Washington | 30 | Mar 31, 2026 | ||
| Hyperspectral Image Classification | Houston | 30 | Mar 31, 2026 | ||
| Hyperspectral Image Classification | Salinas | 30 | Mar 31, 2026 | ||
| Hyperspectral Image Classification | Pavia | 30 | Mar 31, 2026 | ||
| Medical Image Segmentation |
|---|
| ACDC |
| 30 |
| Apr 8, 2026 |
| Machine Unlearning | MUSE-Books (test) | 30 | Apr 29, 2026 |
|---|
| Survival Prediction | TCGA Overall | 30 | Apr 28, 2026 |
|---|
| Out-of-Distribution Agent Reasoning | WikiTQ (OOD) | 30 | Mar 27, 2026 |
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| Spreadsheet Agent Skills | SpreadsheetBench (in-distribution) | 30 | Mar 27, 2026 |
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| Image Classification | CIFAR100 | 30 | Mar 27, 2026 |
|---|
| Alignment-oriented view synthesis | DSIA LcLf | 30 | Mar 27, 2026 |
|---|
| Long Video Understanding | Video MME w/o sub (long) | 30 | Apr 10, 2026 |
|---|
| Anomaly Detection | RSNA (test) | 30 | May 8, 2026 |
|---|
| Spectral Unmixing | BioSR ER/CCP mTurquoise 32 bands | 30 | Mar 26, 2026 |
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| Spectral Unmixing | BioSR ER and CCP structures mTurquoise 5 bands | 30 | Mar 26, 2026 |
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| Spectral Unmixing | BioSR ER/CCP, 5 bands S.3 (test) | 30 | Mar 26, 2026 |
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| fMRI Reconstruction | CineBrain Whole Brain | 30 | Mar 26, 2026 |
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| Object Recognition | ModelNet40 10-way | 30 | Mar 26, 2026 |
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| Position Error Mitigation | U-blox 10 FM Jamming | 30 | Mar 25, 2026 |
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| Position Error Mitigation | U-blox 10 3×CW Jamming | 30 | Mar 25, 2026 |
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| Position Error Mitigation | U-blox CW Jamming 10 | 30 | Mar 25, 2026 |
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| Multimodal Retrieval | M5Product | 30 | Mar 25, 2026 |
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| Visual Spatial Interaction | VSI | 30 | Mar 25, 2026 |
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| Classification | D15 | 30 | Mar 25, 2026 |
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