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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 |
|---|---|---|---|---|---|
| Visual Question Answering | RWQA | 79 | Jun 26, 2026 | ||
| High-Resolution Visual Perception | HR-Bench 4K | 79 | May 22, 2026 | ||
| Robot Manipulation | SimplerEnv Google Robot Visual Matching | 79 | Jun 4, 2026 | ||
| Image Generation | CIFAR-10 32x32 EDM (test) | 79 | Mar 17, 2026 | ||
| Visual Rating (Image Aesthetic Assessment) | TAD66K |
| 79 |
| Jun 9, 2026 |
| Class-conditional Image Generation | ImageNet 1k (val) | 79 | May 18, 2026 |
|---|
| Visual Question Answering | TextVQA | 79 | Feb 26, 2026 |
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| Blind Image Quality Assessment | LIVEC | 79 | May 19, 2026 |
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| Multi-hop Question Answering | HotpotQA | 79 | Feb 26, 2026 |
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| Hallucination Detection | RAGTruth | 79 | Jun 23, 2026 |
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| Skeleton-based Action Recognition | NTU RGB+D 120 (X-Sub) | 79 | May 13, 2026 |
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| Text Watermarking | C4 | 79 | Jul 7, 2026 |
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| Robot Manipulation | SimplerEnv WidowX Robot tasks (test) | 79 | Feb 26, 2026 |
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| Multiple Choice Question Answering | OBQA | 79 | Jun 1, 2026 |
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| Mathematical Reasoning | GSM8K (test) | 79 | Feb 26, 2026 |
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| Open Vocabulary Semantic Segmentation | ADE20K A-150 | 79 | May 12, 2026 |
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| Multi-modal Understanding | MMBench | 79 | Jun 24, 2026 |
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| Change Detection | SYSU-CD (test) | 79 | Mar 31, 2026 |
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| Inference Latency | OPT model family | 79 | Feb 26, 2026 |
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| Sentiment Analysis | Sent140 | 79 | Apr 10, 2026 |
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| Question Answering | MuSiQue | 79 | May 8, 2026 |
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| Domain Generalization | Digits-DG | 79 | Jul 7, 2026 |
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| Object Detection | ODinW-35 | 79 | Apr 2, 2026 |
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| Image Super-Resolution | Manga109 x4 (test) | 79 | Jun 19, 2026 |
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| Text Classification | 20 Newsgroups (test) | 79 | Jun 16, 2026 |
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