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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 |
|---|---|---|---|---|---|
| OOD Detection | OpenImage-O OOD on ImageNet-1K | 37 | May 15, 2026 | ||
| Video Temporal Grounding | QVHighlights (val) | 37 | May 6, 2026 | ||
| Survival Prediction | TCGA-KIRP (5-fold CV) | 37 | Mar 18, 2026 | ||
| Visual Question Answering | VQAT | 37 | Jul 1, 2026 | ||
| 3D Point Cloud Classification | ModelNet40-C (test) |
| 37 |
| Jun 12, 2026 |
| Interactive Motion Synthesis | InterHuman (test) | 37 | Mar 31, 2026 |
|---|
| Synthetic image detection | Glide 50-27 | 37 | May 1, 2026 |
|---|
| Semantic Segmentation | ADE-20k A-847 (test) | 37 | Feb 26, 2026 |
|---|
| Text-to-Speech | LibriTTS clean (test) | 37 | Jun 23, 2026 |
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| Clustering | Yale | 37 | Mar 17, 2026 |
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| Shape Matching | SHREC19 remeshed (test) | 37 | Feb 26, 2026 |
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| Anomaly Detection | SMAP (test) | 37 | Jul 1, 2026 |
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| Clustering | MNIST | 37 | Feb 26, 2026 |
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| Long-form Question Answering with Citations | ASQA | 37 | Feb 26, 2026 |
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| 3D Classification | ScanObjectNN OBJ-BG official | 37 | Apr 20, 2026 |
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| Dynamic link prediction | Contact | 37 | Apr 14, 2026 |
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| Dynamic link prediction | UN Vote | 37 | Apr 14, 2026 |
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| Dynamic link prediction | UN Trade | 37 | Apr 14, 2026 |
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| Dynamic link prediction | US Legislature | 37 | Apr 14, 2026 |
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| Sentiment Analysis | Financial Phrasebank | 37 | Feb 26, 2026 |
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| Temporal Sentence Grounding | TACoS (test) | 37 | Jun 2, 2026 |
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| Object Detection | PASCAL VOC 2007 (test) | 37 | Apr 21, 2026 |
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| Metric Depth Estimation | iBIMS-1 | 37 | Jun 1, 2026 |
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| Text Recognition | IIIT, SVT, IC13, IC15, SVTP, CT | 37 | Feb 26, 2026 |
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| Shape Classification | ScanObjectNN | 37 | Jun 2, 2026 |
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