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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 Quality Assessment | AGIQA-3K | 175 | Jul 8, 2026 | ||
| Novel View Synthesis | ACID | 175 | Jul 7, 2026 | ||
| Sentiment Analysis | SST-2 | 175 | Jun 4, 2026 | ||
| Node Classification | CS |
| 175 |
| Jun 2, 2026 |
| Out-of-Distribution Detection | Places | 175 | May 27, 2026 |
|---|
| Object Detection | PASCAL VOC Novel Set 3 | 175 | Feb 27, 2026 |
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| Graph Classification | COX2 | 175 | Jun 11, 2026 |
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| Two-Sample Testing | CIFAR-10 vs CIFAR-10.1 (test) | 175 | Feb 26, 2026 |
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| Multi-hop Question Answering | 2WikiMQA | 175 | Jul 3, 2026 |
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| Bias Evaluation | BBQ | 175 | Jul 7, 2026 |
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| Inverse Design | MEG (test) | 174 | May 1, 2026 |
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| Object Hallucination Evaluation | POPE Adversarial | 174 | Jul 3, 2026 |
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| Object Hallucination Evaluation | CHAIR | 174 | Jun 30, 2026 |
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| Long-context Question Answering | LoCoMo | 174 | Jun 23, 2026 |
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| Semantic Segmentation | PC-59 | 174 | Apr 28, 2026 |
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| Information Retrieval | BEIR | 174 | Jul 2, 2026 |
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| Few-shot Segmentation | COCO 20^i (test) | 174 | Feb 26, 2026 |
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| Object Detection | LVIS (val) | 174 | Jul 1, 2026 |
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| Image Retrieval | MS-COCO | 174 | Jun 8, 2026 |
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| Color image denoising | Kodak24 | 174 | Mar 30, 2026 |
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| Conversational Emotion Recognition | IEMOCAP | 174 | May 19, 2026 |
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| Link Prediction | Citeseer | 174 | Jun 9, 2026 |
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| Text Classification | MR | 174 | May 21, 2026 |
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| Facial Landmark Detection | 300-W (Fullset) | 174 | Feb 26, 2026 |
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| Language Understanding | Nine Zero-Shot Tasks (BoolQ, HellaSwag, LAMBADA, OpenBookQA, PIQA, SIQA, WinoGrande, ARC-Easy, ARC-Challenge) | 173 | Apr 9, 2026 |
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