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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 |
|---|---|---|---|---|---|
| 3D Instance Segmentation | ScanNet v2 (test) | 135 | Feb 26, 2026 | ||
| Named Entity Recognition | CoNLL English 2003 (test) | 135 | Feb 26, 2026 | ||
| Image Classification | Flowers | 135 | May 18, 2026 | ||
| Multimodal Named Entity Recognition | Twitter-GMNER |
| 135 |
| Mar 19, 2026 |
| Hallucination Detection | HaluEval | 135 | Jun 19, 2026 |
|---|
| Continual Learning | TRACE | 135 | Jun 29, 2026 |
|---|
| Hallucination Detection | CoQA | 134 | Jun 12, 2026 |
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| Science Question Answering | SciQ | 134 | Jun 18, 2026 |
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| Image Classification | Tiny-ImageNet | 134 | Jun 11, 2026 |
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| Real-time Visual Understanding | StreamingBench | 134 | Apr 30, 2026 |
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| Mathematical reasoning | MATH 500 | 134 | Jun 30, 2026 |
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| Mathematical Reasoning | OlympiadBench | 134 | Jun 18, 2026 |
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| Emotion Recognition | SEED-IV Session 1 → Session 2 | 134 | Feb 26, 2026 |
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| OOD Detection | ImageNet 1k (test) | 134 | Jun 30, 2026 |
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| Image Classification | SUN397, Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD (test) | 134 | Jun 30, 2026 |
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| Medical Question Answering | MedMCQA (test) | 134 | Feb 26, 2026 |
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| Node classification | Minesweeper (test) | 134 | May 27, 2026 |
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| Language Modeling | Lambada OpenAI | 134 | Jun 12, 2026 |
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| Node Classification | Cora Synthetic (test) | 134 | Feb 26, 2026 |
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| Deepfake Detection | CelebDF v2 | 134 | Jun 2, 2026 |
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| Anomaly Detection | MVTec 3D-AD 1.0 (test) | 134 | Apr 28, 2026 |
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| Medical Image Segmentation | GlaS | 134 | Jul 2, 2026 |
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| Image Classification | ImageNet-C | 134 | Apr 21, 2026 |
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| Text-to-Video Retrieval | VATEX | 134 | May 27, 2026 |
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| Open Question Answering | Natural Questions (NQ) (test) | 134 | Feb 26, 2026 |
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