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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 |
|---|---|---|---|---|---|
| Auto-bidding | AuctionNet-Sparse | 112 | Jun 15, 2026 | ||
| Open-ended text generation | WikiText-2 | 112 | Feb 26, 2026 | ||
| Zero-shot Evaluation | Eight datasets average | 112 | May 26, 2026 | ||
| Question Answering | PopQA | 112 | Jun 16, 2026 | ||
| Multi-image Reasoning | MuirBench |
| 112 |
| Jun 30, 2026 |
| Mathematical Reasoning | AMC | 112 | Feb 26, 2026 |
|---|
| Hallucination Detection | TruthfulQA (test) | 112 | May 7, 2026 |
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| Anomaly Generation | MVTec 1 (test) | 112 | Feb 26, 2026 |
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| Video Anomaly Detection | CUHK Avenue (test) | 112 | May 26, 2026 |
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| RGBT Tracking | RGBT234 | 112 | May 6, 2026 |
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| Mathematical Reasoning | MATH | 112 | Feb 26, 2026 |
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| Exemplar-Free Class-Incremental Learning | CIFAR-100 | 112 | Jun 26, 2026 |
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| Novel View Synthesis | DTU 3-view | 112 | Jul 2, 2026 |
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| Image Classification | VTAB | 112 | Jun 23, 2026 |
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| Domain Adaptation | Office-Home (test) | 112 | Feb 26, 2026 |
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| Adversarial Attack | ILSVRC 2012 (val) | 112 | May 26, 2026 |
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| Semantic Segmentation | BDD100K (test) | 112 | Apr 3, 2026 |
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| Super-Resolution | Urban100 x2 | 112 | Jun 19, 2026 |
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| Unconditional Image Generation | CIFAR-10 32 x 32 | 112 | Jun 9, 2026 |
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| Graph Classification | CiteSeer | 112 | May 26, 2026 |
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| Image classification | CIFAR100 (test) | 112 | Feb 26, 2026 |
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| Node Classification | Amazon Photo (test) | 112 | Jun 1, 2026 |
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| Multi-label Classification | Pascal-VOC (test) | 112 | Feb 26, 2026 |
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| Semantic Segmentation | Mapillary | 112 | Jul 9, 2026 |
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| Cross-view Geo-localization | University-1652 Satellite -> Drone | 112 | Jun 2, 2026 |
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