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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 |
|---|---|---|---|---|---|
| Classification | Camelyon16 (test) | 69 | Mar 4, 2026 | ||
| Individual Treatment Effect Estimation | IHDP (within-sample) | 69 | Jul 7, 2026 | ||
| Density Estimation | ImageNet 32x32 (test) | 69 | May 19, 2026 | ||
| Image Classification | MNIST standard (test) | 69 | May 15, 2026 | ||
| Image Classification | SVHN 1000 labels (test) |
| 69 |
| Feb 26, 2026 |
| Offline Reinforcement Learning | Kitchen Partial | 69 | May 8, 2026 |
|---|
| Hyperspectral Image Classification | Indian Pines | 69 | May 14, 2026 |
|---|
| Information Retrieval | NFCorpus (test) | 69 | Jun 26, 2026 |
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| 3D Point Cloud Classification | ModelNet40 | 69 | Feb 26, 2026 |
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| Question Answering | NQ | 69 | Apr 21, 2026 |
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| Long-context Question Answering | LongBench (test) | 69 | Mar 24, 2026 |
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| SLAM | M3DGR | 68 | Jun 23, 2026 |
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| Formal Theorem Proving | Isar n-ary tree consensus Individual Lemmas and Average | 68 | Jun 17, 2026 |
|---|
| Vehicle Routing Problem | Synthetic VRP Instances N=200 (test) | 68 | Jun 11, 2026 |
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| MLP neuron selection | Professions | 68 | Jun 4, 2026 |
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| Image Multi-thresholding | 15 Images Natural, Satellite, Medical (test) | 68 | May 27, 2026 |
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| Speech Recognition | ST-AEDS | 68 | May 26, 2026 |
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| Speech Recognition | EmoV-DB | 68 | May 26, 2026 |
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| Speech Recognition | EMNS | 68 | May 26, 2026 |
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| Online Multimodal Model Editing | E-VQA | 68 | Jul 3, 2026 |
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| Math Reasoning | HLE Math-100 | 68 | May 12, 2026 |
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| Math Reasoning | IMO-AnswerBench 50 | 68 | May 12, 2026 |
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| 3D Object Detection Classification Calibration | nuScenes v1.0-trainval (val) | 68 | May 8, 2026 |
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| Multivariate forecasting | MIT Supercloud (test) | 68 | May 7, 2026 |
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| Few-shot node classification | Coauther CS | 68 | May 1, 2026 |
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