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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 |
|---|---|---|---|---|---|
| Sparsity-constrained Optimization | duke | 40 | Feb 26, 2026 | ||
| Sparse Classification | gisette scale | 40 | Feb 26, 2026 | ||
| Tensor Completion | Order-3 nonnegative tensors n=500 samples (test) | 40 | Feb 26, 2026 | ||
| Time Series Classification | PENDIGITS (test) | 40 | Mar 18, 2026 | ||
| Time Series Forecasting | Air-convection | 40 | Feb 26, 2026 | ||
| Time Series Forecasting |
|---|
| Lorenz96-3d |
| 40 |
| Feb 26, 2026 |
| Molecular Property Prediction (Classification) | MoleculeNet (test) | 40 | Jun 23, 2026 |
|---|
| Poisson Denoising | DIV2K | 40 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-GLT CBL 1k (test) | 40 | Feb 26, 2026 |
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| Lane Segmentation | BDD100K (test) | 40 | Mar 31, 2026 |
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| Fine-grained classification | Flower102 (test) | 40 | Jun 8, 2026 |
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| Safety Alignment | SORRY-Bench | 40 | May 12, 2026 |
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| Oriented Object Detection | HRSC2016 | 40 | May 6, 2026 |
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| Image Classification | CIFAR-10N (Random 3) | 40 | May 21, 2026 |
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| Image Classification | CIFAR-10N (Random 2) | 40 | May 21, 2026 |
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| Language Modeling | OpenWebText (test) | 40 | Jul 9, 2026 |
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| Multi-Object Tracking | TAO (val) | 40 | Mar 26, 2026 |
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| Video Object Segmentation | MOSE | 40 | Jun 24, 2026 |
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| Valence Emotion Recognition | DEAP (test) | 40 | Feb 26, 2026 |
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| Arousal classification | MAHNOB-HCI (test) | 40 | Feb 26, 2026 |
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| Valence classification | MAHNOB-HCI (test) | 40 | Feb 26, 2026 |
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| Glaucoma Detection | REFUGE 2.0 (test) | 40 | Feb 26, 2026 |
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| Person Re-identification | CCVID Clothes-Changing | 40 | Jun 16, 2026 |
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| Anomaly Classification | HIS | 40 | Feb 26, 2026 |
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| Class-conditional Image Generation | ImageNet 512x512 (val test) | 40 | Feb 26, 2026 |
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