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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 |
|---|---|---|---|---|---|
| Math | GSM8K | 47 | Apr 15, 2026 | ||
| Text-to-Image Retrieval | RSITMD | 47 | Apr 23, 2026 | ||
| Image-to-text Retrieval | RSITMD | 47 | Apr 23, 2026 | ||
| Reasoning Segmentation | EarthReason (val) | 47 | May 25, 2026 | ||
| Visual Rating (Image Aesthetic Assessment) | FLICKR-AES | 47 | Jun 5, 2026 | ||
| Vehicle Re-Identification |
| MSVR310 |
| 47 |
| May 12, 2026 |
| Multimodal mathematical reasoning | MathVision (test) | 47 | Mar 31, 2026 |
|---|
| Fake News Detection | 47 | Jun 4, 2026 |
|---|
| Visible-to-Infrared Video Person Re-identification | BUPTCampus | 47 | Apr 24, 2026 |
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| Infrared-to-Visible Video Person Re-identification | BUPTCampus | 47 | Apr 24, 2026 |
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| fMRI-to-image reconstruction | NSD (Subjects 01, 02, 05, 07) | 47 | Jun 2, 2026 |
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| Text-Based Person Search | ICFG-PEDES | 47 | Jun 2, 2026 |
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| Image Quality Assessment | LIVE-Wild | 47 | Mar 4, 2026 |
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| AIGI Detection | BFree Online | 47 | May 15, 2026 |
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| Indirect Prompt Injection | Amazon Reviews | 47 | Feb 26, 2026 |
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| Machine Translation | FLORES | 47 | Apr 27, 2026 |
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| Knowledge Unlearning | WMDP cyber | 47 | Apr 21, 2026 |
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| Question Answering | TriQA | 47 | May 12, 2026 |
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| Agentic Web Browsing | BrowseComp | 47 | Mar 27, 2026 |
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| General Reasoning | General Reasoning Suite MMLU Pro, Super GPQA, GPQA Diamond, BBEH | 47 | Jun 23, 2026 |
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| Jailbreak Attack | GCG | 47 | Jul 7, 2026 |
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| General Visual Reasoning | MME-RealWorld-Lite | 47 | Jul 2, 2026 |
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| Image Generation | DPG | 47 | Mar 27, 2026 |
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| Human-Object Interaction Detection | HICO-DET (UO) | 47 | Mar 31, 2026 |
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| Safety Classification | WildGuardMix (test) | 47 | Jun 1, 2026 |
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