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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 |
|---|---|---|---|---|---|
| Mathematical Reasoning | AMC 23 | 109 | May 15, 2026 | ||
| AI-generated image detection | Chameleon (test) | 109 | May 27, 2026 | ||
| Math Reasoning | Gaokao En 2023 | 109 | May 29, 2026 | ||
| Mathematical Reasoning | MATH-500 (test) | 109 | Jul 9, 2026 | ||
| Robot Manipulation |
| SimplerEnv Google Robot tasks Variant Aggregation |
| 109 |
| Jun 12, 2026 |
| Classic Image Super-Resolution | Set14 | 109 | Mar 11, 2026 |
|---|
| Medical Visual Question Answering | PathVQA | 109 | Jun 8, 2026 |
|---|
| Speculative Decoding | gsm8k | 109 | Jun 4, 2026 |
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| Text-based Person Search | ICFG-PEDES (test) | 109 | May 15, 2026 |
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| Offline Reinforcement Learning | D4RL Medium-Replay Hopper | 109 | May 28, 2026 |
|---|
| transductive dynamic link prediction | Wikipedia | 109 | Jun 4, 2026 |
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| 3D Visual Grounding | Nr3D | 109 | Jul 1, 2026 |
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| Semantic Segmentation | SIIM | 109 | Jun 4, 2026 |
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| Object Detection | AI-TOD (test) | 109 | Jun 30, 2026 |
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| Graph property prediction | Tox21 | 109 | Apr 14, 2026 |
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| Node Classification | PATTERN (test) | 109 | Jul 1, 2026 |
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| Semantic Correspondence | PF-WILLOW | 109 | Feb 26, 2026 |
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| Super-Resolution | Set5 x2 (test) | 109 | May 19, 2026 |
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| Few-shot classification | Omniglot (test) | 109 | Jul 7, 2026 |
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| Object Detection | LLVIP | 109 | May 12, 2026 |
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| Multilingual Mathematical Reasoning | MGSM (test) | 109 | May 6, 2026 |
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| Table Question Answering | WTQ | 109 | Jun 30, 2026 |
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| Language Modeling | LAMBADA (test) | 109 | Jun 2, 2026 |
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| Disease Classification | Chest X-ray datasets (MIMIC-CXR, NIH Open-I, PadChest, CheXpert) (test) | 108 | Jul 9, 2026 |
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| Regression | Synthetic Spiked Covariance d/N = 0.9 (out-of-sample) | 108 | May 28, 2026 |
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