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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 |
|---|---|---|---|---|---|
| Question Answering | OpenBookQA | 31 | Jul 3, 2026 | ||
| Shape Matching | SCAPE | 31 | Jun 26, 2026 | ||
| Referring Video Object Segmentation | MeViS | 31 | Jun 26, 2026 | ||
| Semi-supervised node classification | Arxiv (test) | 31 | Jun 23, 2026 | ||
| Semi-supervised node classification | Computers (test) | 31 | Jun 23, 2026 | ||
| Semi-supervised node classification |
| Cora (test) |
| 31 |
| Jun 23, 2026 |
| Training Efficiency Profiling | Qwen3 (train) | 31 | Jun 23, 2026 |
|---|
| Multi-task Image Restoration | All-in-One IR Benchmark Average | 31 | Jun 29, 2026 |
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| Fold Classification | Fold Classification | 31 | Jun 23, 2026 |
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| molecule question answering task | MoleculeQA | 31 | Jul 3, 2026 |
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| Math Reasoning | MathVista GPS (test) | 31 | Jun 15, 2026 |
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| Text Embedding | SkMTEB | 31 | Jun 12, 2026 |
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| Open-domain Question Answering | Natural Questions | 31 | Jun 12, 2026 |
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| Passage Retrieval | Natural Questions | 31 | Jun 12, 2026 |
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| Question Answering | Natural Questions | 31 | Jun 12, 2026 |
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| Mathematical Reasoning | HLE Maths | 31 | Jun 12, 2026 |
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| Protein Property Prediction | 21 protein landscapes Unseen mutations 96 data points | 31 | Jun 11, 2026 |
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| Image Super-Resolution | RealSet65 | 31 | Jun 11, 2026 |
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| Robotic Manipulation | LIBERO | 31 | Jun 23, 2026 |
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| Object Detection | MMIOC-1M closed scene | 31 | Jun 9, 2026 |
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| Mathematical Reasoning | MMLU algebra | 31 | Jun 8, 2026 |
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| Mathematical Reasoning | DART-Math (DM-1 to DM-5) | 31 | Jun 8, 2026 |
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| Multimodal Sentiment Analysis | MOSI | 31 | Jun 5, 2026 |
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| Image Classification | CIFAR-10-LT (gamma=200) (test) | 31 | Jun 4, 2026 |
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| Image Classification | SynDigits-LT gamma=50 | 31 | Jun 4, 2026 |
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