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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 |
|---|---|---|---|---|---|
| Myocardium Segmentation | ACMRI (OOD) | 30 | Jun 16, 2026 | ||
| Myocardium Segmentation | ACDC (OOD) | 30 | Jun 16, 2026 | ||
| Myocardium Segmentation | CAP (ID) | 30 | Jun 16, 2026 | ||
| Multi-robot motion planning | Drop-Region High (vmax=1.34) | 30 | Jun 16, 2026 | ||
| Multi-robot motion planning | Drop-Region Medium (vmax=1.13) |
| 30 |
| Jun 16, 2026 |
| Multi-robot motion planning | Drop-Region Low (vmax=0.928) | 30 | Jun 16, 2026 |
|---|
| Multi-robot motion planning | Empty High velocity, vmax=0.703 | 30 | Jun 16, 2026 |
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| Multi-robot motion planning | Empty Medium velocity, vmax=0.692 | 30 | Jun 16, 2026 |
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| Multi-robot motion planning | Empty Low velocity vmax=0.675 | 30 | Jun 16, 2026 |
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| Multi-robot motion planning | Highways High vmax=0.878 | 30 | Jun 16, 2026 |
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| Multi-robot motion planning | Highways Medium, vmax=0.781 | 30 | Jun 16, 2026 |
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| Multi-robot motion planning | Highways Low, vmax=0.647 | 30 | Jun 16, 2026 |
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| Offline Multi-Objective Optimization | Off-MOO-Bench MORL | 30 | Jun 16, 2026 |
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| Semantic Segmentation | Automotive NIR Real-world Exterior (val) | 30 | Jun 16, 2026 |
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| Semantic Segmentation | Automotive NIR Real-world Interior (val) | 30 | Jun 16, 2026 |
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| Conformal Prediction | Camelyon17 r* > 0.67 (test) | 30 | Jun 16, 2026 |
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| Conformal Prediction | Camelyon17 (0.33 < r* ≤ 0.67) (test) | 30 | Jun 16, 2026 |
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| Conformal Prediction | Camelyon (r* ≤ 0.33) 17 (test) | 30 | Jun 16, 2026 |
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| Conformal Prediction | Camelyon17 Marginal (test) | 30 | Jun 16, 2026 |
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| Conformal Prediction | CIFAR-10 C | 30 | Jun 16, 2026 |
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| Conformal Prediction | 5-class synthetic data Easy Bin, r* > 0.5 | 30 | Jun 16, 2026 |
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| Conformal Prediction | 5-class synthetic data Hard Bin, r* <= 0.5 | 30 | Jun 16, 2026 |
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| Conformal Prediction | 5-class synthetic data Marginal | 30 | Jun 16, 2026 |
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| Conformal Prediction | synthetic data 5-class Example 2 covariate shift a=0.5 Easy Bin (r* > 0.5) | 30 | Jun 16, 2026 |
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| Conformal Prediction | 5-class synthetic data Example 2 covariate shift a=0.5 Hard Bin (r* <= 0.5) | 30 | Jun 16, 2026 |
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