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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 |
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| Multi-modal Question Answering | MedXpertQA-MM | 38 | Apr 13, 2026 | ||
| Multimodal Understanding | MMBench en (dev) | 38 | Feb 27, 2026 | ||
| Speech-Preserving Facial Expression Manipulation | MEAD (cross-identity) | 38 | Feb 26, 2026 | ||
| Object Detection | VEDAI | 38 | Mar 10, 2026 | ||
| Streaming Video Understanding | OVOBench Realtime | 38 | Jun 25, 2026 |
| Class-to-image generation | ImageNet 256x256 | 38 | May 8, 2026 |
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| Visual Question Answering | MME | 38 | Jun 11, 2026 |
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| Super-Resolution | RealSR x3 (test) | 38 | Feb 26, 2026 |
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| Point Tracking | DAVIS | 38 | Feb 26, 2026 |
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| Brain disorder classification | ADNI (Five-fold cross-validation) | 38 | Jun 4, 2026 |
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| Context-Aware Image Retrieval | DISBench Inter-Event | 38 | Jun 4, 2026 |
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| Jailbreak Detection | Average of six attacks | 38 | Apr 3, 2026 |
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| Offline Reinforcement Learning | Maze2D medium | 38 | Feb 26, 2026 |
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| Offline Reinforcement Learning | Maze2D umaze | 38 | Feb 26, 2026 |
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| Malicious Prompt Refusal | HarmBench | 38 | Jun 23, 2026 |
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| Jailbreak Attack | AdvBench GPT-3.5-turbo 1.0 (test) | 38 | Mar 25, 2026 |
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| Malware Classification | Mal-Net | 38 | Feb 26, 2026 |
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| Long-context understanding | RULER 32K | 38 | May 19, 2026 |
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| Long-context Question Answering | DetectiveQA-En | 38 | May 8, 2026 |
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| Long-context Question Answering | DetectiveQA-Zh | 38 | May 8, 2026 |
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| Long narrative understanding QA | NoCha | 38 | May 8, 2026 |
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| Code Generation | BigCodeBench-Completion Hard | 38 | Feb 26, 2026 |
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| Information Retrieval | Scientific QA Base setting | 38 | Feb 26, 2026 |
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| Question Answering | Scientific QA Base setting | 38 | Feb 26, 2026 |
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| Binary Classification | Diabetes | 38 | May 13, 2026 |
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