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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 |
|---|---|---|---|---|---|
| Image Classification | MNIST LQ-1 partition (test) | 33 | Feb 27, 2026 | ||
| Image Classification | FMNIST | 33 | Mar 10, 2026 | ||
| Video Understanding | VideoMME, LongVideoBench, and MLVU | 33 | Jun 2, 2026 | ||
| Image Classification | ImageNet-50 | 33 | Feb 27, 2026 | ||
| Image Classification | ImageNet | 33 | Jun 2, 2026 | ||
| OCRBench 1.0 |
| 33 |
| Feb 27, 2026 |
| Chart Understanding | ChartQA 1.0 (test) | 33 | Feb 27, 2026 |
|---|
| Latency Prediction | NNLQ in-domain v1 (test) | 33 | Feb 27, 2026 |
|---|
| Novel View Synthesis | nuScenes (val) | 33 | Mar 19, 2026 |
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| Deep Research | BrowseComp | 33 | Mar 27, 2026 |
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| Argument Component Detection & Classification | ElecDeb (test) | 33 | Feb 26, 2026 |
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| Sequential Recommendation | LastFM | 33 | Jun 16, 2026 |
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| Multi-task Adversarial Attack Evaluation | COCO, Flickr30k, TextVQA, VQAv2, POPE | 33 | Feb 26, 2026 |
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| Visual Question Answering | TextVQA | 33 | Feb 26, 2026 |
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| Recommendation | Electronics | 33 | Apr 27, 2026 |
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| Hallucination Detection | RAGTruth RT-QA 1.0 (test) | 33 | Jun 8, 2026 |
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| Offline Reinforcement Learning | D4RL MuJoCo walker2d-medium | 33 | Jun 11, 2026 |
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| Offline Reinforcement Learning | D4RL MuJoCo halfcheetah-medium | 33 | Jun 11, 2026 |
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| Class-conditional image generation | ImageNet-1K 512x512 (val) | 33 | Feb 26, 2026 |
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| Face Forgery Detection | Celeb-DF v2 | 33 | Apr 16, 2026 |
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| Node classification | Penn 94 | 33 | Apr 14, 2026 |
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| Graph Out-of-Distribution Detection | AIDS DHFR ID OOD | 33 | Apr 1, 2026 |
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| Graph Anomaly Detection | IMDB-B | 33 | May 27, 2026 |
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| Graph Anomaly Detection | NCI1 | 33 | May 27, 2026 |
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| Graph Anomaly Detection | COX2 | 33 | May 27, 2026 |
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