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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 |
|---|---|---|---|---|---|
| Image Reconstruction | Kodak (test) | 42 | Jul 3, 2026 | ||
| Autonomous Driving Reasoning | DriveLMM-o1 | 42 | Jul 7, 2026 | ||
| Visual Perception | V* | 42 | May 29, 2026 | ||
| Classification | Fuzhou-CRC-KRAS | 42 | Feb 26, 2026 | ||
| Classification | CRC-Molecular TCGA cohort | 42 | Feb 26, 2026 | ||
| BCNB-PR |
| 42 |
| Feb 26, 2026 |
| Molecular Prediction | BCNB-ER | 42 | Feb 26, 2026 |
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| Molecular Prediction | BRCA-TP53 | 42 | Feb 26, 2026 |
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| Molecular Prediction | BRCA-Molecular | 42 | Feb 26, 2026 |
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| Single-image editing | GEdit EN (full) | 42 | Mar 24, 2026 |
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| Adversarial Attack | MSTAR DARPA (test) | 42 | Feb 26, 2026 |
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| Face Forgery Detection | CDF v2 | 42 | Mar 4, 2026 |
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| Image Generation | MS-COCO 2017 | 42 | May 15, 2026 |
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| Pulse Rate Estimation | VIPL-HR | 42 | Apr 2, 2026 |
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| Semantic Segmentation | Wind Blade Segmentation (test) | 42 | Feb 26, 2026 |
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| Deepfake Detection | UniversalFakeDetect 1.0 (test) | 42 | Feb 26, 2026 |
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| Depression Detection | D-Vlog | 42 | Jul 8, 2026 |
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| Image Generation | ImageNet 256x256 50k images (val) | 42 | Feb 26, 2026 |
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| Video Depth Estimation | KITTI short sequences | 42 | Mar 20, 2026 |
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| Video Depth Estimation | Bonn short sequences | 42 | Mar 20, 2026 |
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| Video Depth Estimation | Sintel (short sequences) | 42 | Mar 20, 2026 |
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| Action Recognition | UCF101-DVS | 42 | Jun 4, 2026 |
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| Image Reconstruction | ImageNet-1K 1.0 (val) | 42 | Jun 4, 2026 |
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| Hazard Detection | Laboratory Safety Monitoring Overall 1.0 (test) | 42 | Feb 26, 2026 |
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| Vessel Segmentation | CHASE DB1 | 42 | Jun 23, 2026 |
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