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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 |
|---|---|---|---|---|---|
| Planning | NAVSIM (navtest) | 78 | Jun 16, 2026 | ||
| Few-shot Semantic Segmentation | COCO-20i (val) | 78 | Feb 26, 2026 | ||
| Feature Importance Assessment | ImageNet 1k (val) | 78 | Feb 26, 2026 | ||
| Code Generation | HumanEval and MBPP | 78 | Jun 19, 2026 | ||
| Mathematical Reasoning | DeepMind-Mathematics | 78 | Jun 9, 2026 | ||
| Multimodal Reasoning |
| MMMU |
| 77 |
| Jul 1, 2026 |
| Brain-to-image retrieval | THINGS-EEG2 Intra-subject v1 (test) | 77 | Apr 21, 2026 |
|---|
| Node Classification | Toys | 77 | Jul 1, 2026 |
|---|
| Point Cloud Registration | 3DLoMatch | 77 | Jul 2, 2026 |
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| Image Classification | Fashion-MNIST | 77 | Apr 7, 2026 |
|---|
| Image Classification | CIFAR-100 (test) | 77 | Apr 7, 2026 |
|---|
| Image Classification | CIFAR-10 | 77 | Apr 7, 2026 |
|---|
| XR Text Entry | Various XR Text-Entry User Studies Survey Table 2012-2024 | 77 | Jun 9, 2026 |
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| Model Merging | 8 Vision tasks (test) | 77 | May 14, 2026 |
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| Long-Form Video Understanding | LVBench | 77 | Jul 7, 2026 |
|---|
| Scientific Reasoning | GPQA-D | 77 | May 12, 2026 |
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| Tactile Recognition | Closed-set 36-category tactile dataset 1.0 (test) | 77 | Mar 10, 2026 |
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| Interactive Decision Making | WebShop | 77 | Jul 7, 2026 |
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| Multimodal Perception Assessment | MME Perception | 77 | May 27, 2026 |
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| OCR & Document Understanding | OCRBench | 77 | Jul 1, 2026 |
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| Minutiae Extraction | NIST SD27 (test) | 77 | Mar 20, 2026 |
|---|
| Counterfactual Outcome Estimation | Tumor Growth tau=2 synthetic (test) | 77 | Feb 26, 2026 |
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| Question Answering | SimpleQA Verified | 77 | Jun 23, 2026 |
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| Classification | OASIS-3 (test) | 77 | May 14, 2026 |
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| Uncertainty Estimation | JudgeBench (test) | 77 | Feb 26, 2026 |
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