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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 |
|---|---|---|---|---|---|
| Semantic Segmentation | VDD | 87 | May 13, 2026 | ||
| Arithmetic Reasoning | SVAMP | 87 | May 27, 2026 | ||
| Mathematics | GSM8K | 87 | May 26, 2026 | ||
| Commonsense Reasoning | WinoGrande (val) | 87 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticKITTI (val) | 87 | Apr 10, 2026 | ||
| All-in-one Image Restoration | SOTS + Rain100L + BSD68 Combined (test) |
| 87 |
| May 19, 2026 |
| Image Classification | EuroSAT Base-to-New | 87 | May 18, 2026 |
|---|
| Semantic Segmentation | Cityscapes 1/16 (186 labeled samples) | 87 | Jul 7, 2026 |
|---|
| Novel View Synthesis | DTU 6-view | 87 | Jun 30, 2026 |
|---|
| Mathematical Reasoning | MAWPS (test) | 87 | Feb 27, 2026 |
|---|
| Link Prediction | ogbl-wikikg2 (val) | 87 | Feb 26, 2026 |
|---|
| Multi-label recognition | MS-COCO | 87 | Jun 11, 2026 |
|---|
| Anomaly Detection | MNIST | 87 | Feb 26, 2026 |
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| Image Classification | ImageNet100 (test) | 87 | Apr 7, 2026 |
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| Graph property prediction | BBBP | 87 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 original (test) | 87 | Mar 24, 2026 |
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| Logical Reasoning | ReClor (test) | 87 | Feb 26, 2026 |
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| Image Classification | GTSRB | 87 | Feb 26, 2026 |
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| Image Classification | Digits-DG leave-one-domain-out | 87 | Mar 12, 2026 |
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| Image Retrieval | CUB | 87 | Feb 26, 2026 |
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| Few-Shot Classification | Mini-Imagenet 5-way 5-shot | 87 | Feb 26, 2026 |
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| Anomaly Detection | CIFAR-10 32x32x3 | 87 | Feb 26, 2026 |
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| CTR Prediction | MovieLens | 87 | Jun 4, 2026 |
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| Super-resolution | Set5 3 (test) | 87 | Feb 26, 2026 |
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| Scene Text Recognition | CUTE80 (test) | 87 | Feb 26, 2026 |
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