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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 |
|---|---|---|---|---|---|
| Dimensionality Reduction | Cassin's | 63 | Feb 26, 2026 | ||
| 1D audio reconstruction | AudioSet | 63 | Feb 26, 2026 | ||
| Tucker decomposition | Cardiac MRI tensor | 63 | Feb 26, 2026 | ||
| Multimodal Understanding | MMB | 63 | Jun 16, 2026 | ||
| Referring Image Segmentation | RefCOCOg (test(U)) | 63 | Jun 23, 2026 | ||
| Referring Image Segmentation |
| RefCOCOg (val (U)) |
| 63 |
| Jun 23, 2026 |
| Multimodal Understanding | MMBench EN v1.1 | 63 | May 1, 2026 |
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| Video Object Segmentation | LVOS v2 (val) | 63 | May 19, 2026 |
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| Robotic Manipulation | RLBench | 63 | May 7, 2026 |
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| Scene Classification | RESISC-45 (TR=10%) | 63 | May 12, 2026 |
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| Financial Safety Evaluation | FinRED R5: Compliance Evasion | 62 | Jun 19, 2026 |
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| Financial Safety Evaluation | FinRED R4: Consumer Rights | 62 | Jun 19, 2026 |
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| Financial Safety Evaluation | FinRED R3: Misinformation | 62 | Jun 19, 2026 |
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| Financial Safety Evaluation | FinRED R2: Financial Crime | 62 | Jun 19, 2026 |
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| Financial Safety Evaluation | FinRED R1: Cyber Threats | 62 | Jun 19, 2026 |
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| Retrieval | HotPotQA | 62 | Jun 12, 2026 |
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| Planning | NAVSIM v1 (test) | 62 | Jun 16, 2026 |
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| Jailbreak Attack Success | STRONGREJECT (train) | 62 | Jun 4, 2026 |
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| Jailbreaking Attack Success | STRONGREJECT 40 held-out behaviors | 62 | Jun 4, 2026 |
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| Jailbreak Robustness | STRONGREJECT (train) | 62 | Jun 4, 2026 |
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| Jailbreak Attack Success | STRONGREJECT 60 behaviors (train) | 62 | Jun 4, 2026 |
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| Image Classification | ImageNet 1k | 62 | Jul 7, 2026 |
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| Text-to-Image Retrieval | MIRFlickr | 62 | Jun 2, 2026 |
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| Image-to-Text Retrieval | NUS-WIDE | 62 | Jun 2, 2026 |
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| Image-to-Text Retrieval | MIRFlickr | 62 | Jun 2, 2026 |
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