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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 |
|---|---|---|---|---|---|
| Super-Resolution | Liver | 36 | Jun 26, 2026 | ||
| Trajectory Prediction | Hotel | 36 | May 26, 2026 | ||
| Object Detection | Tesla T4 GPU TensorRT 8.2 | 36 | Feb 26, 2026 | ||
| Face Verification | IJB-C 1:1 verification | 36 | Feb 26, 2026 | ||
| Univariate long sequence time-series forecasting | Weather | 36 | Feb 26, 2026 | ||
| Univariate long sequence time-series forecasting |
|---|
| ETTh1 |
| 36 |
| Feb 26, 2026 |
| 3D Human Pose and Shape Estimation | Human3.6M | 36 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 IF=10 long-tail (test) | 36 | Jun 2, 2026 |
|---|
| Video Super-Resolution | REDS4 Clip_020 | 36 | Feb 26, 2026 |
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| Video Super-Resolution | REDS4 Clip_015 | 36 | Feb 26, 2026 |
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| Video Super-Resolution | REDS4 Clip_011 | 36 | Feb 26, 2026 |
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| Video Super-Resolution | REDS4 Clip_000 | 36 | Feb 26, 2026 |
|---|
| Inpainting | CelebA-HQ | 36 | Feb 26, 2026 |
|---|
| Incremental Learning | CIFAR100 50 steps | 36 | Feb 26, 2026 |
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| Few-shot classification | Aircraft | 36 | Feb 26, 2026 |
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| 3D Human Motion Generation | HumanAct12 | 36 | Feb 26, 2026 |
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| Answer Sentence Selection | WikiQA | 36 | Feb 26, 2026 |
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| Image Classification | ImageNet-Sketch (Target) | 36 | Mar 4, 2026 |
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| Few-shot Image Classification | ISIC (test) | 36 | Feb 26, 2026 |
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| Image Retrieval | CIFAR-10 | 36 | Feb 26, 2026 |
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| Super-Resolution | B100 x3 | 36 | May 19, 2026 |
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| Trajectory Prediction | ZARA1 | 36 | May 26, 2026 |
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| Out-of-distribution (OOD) detection | CIFAR100 (In-Distribution) Texture (Out-of-Distribution) (test) | 36 | Apr 28, 2026 |
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| Link Prediction | ogbl-biokg (test) | 36 | Feb 26, 2026 |
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| Few-shot classification | CUB Dirichlet alpha=2 (test) | 36 | Feb 26, 2026 |
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