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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 | MATH-500 | 33 | Jul 9, 2026 | ||
| High-Resolution Image Perception | V* Bench | 33 | Jun 24, 2026 | ||
| Adversarial Detection | ImageNet BLIP-2 | 33 | May 25, 2026 | ||
| Audio Watermark Detection | Stable Audio generative edits (test) | 33 | May 25, 2026 | ||
| Generalized Category Discovery | SSB Average | 33 | May 22, 2026 |
| Human Activity Recognition | Motion | 33 | May 22, 2026 |
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| Basic Emotion Recognition | MER 2023 | 33 | Jun 29, 2026 |
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| Image Classification | CIFAR-10 | 33 | Jul 9, 2026 |
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| IMSI-catcher Detection | Devilray IMSI-catcher 10 specific attack instances plus C-FBS baseline | 33 | May 20, 2026 |
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| Surface Normal Estimation | NYU v2 (Retained set) | 33 | May 20, 2026 |
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| Depth Estimation | NYU v2 (Retained set) | 33 | May 20, 2026 |
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| Visual Localization | 7-Scenes | 33 | Jul 3, 2026 |
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| Mathematical Reasoning | Mathematical Reasoning Evaluation Suite (AIME24, AIME25, MATH500, AMC23, Hmmt25, Olympiad) | 33 | May 19, 2026 |
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| Classification | Case 1 | 33 | May 19, 2026 |
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| General Reasoning | ARC Challenge | 33 | May 26, 2026 |
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| Knowledge | MMLU-Redux (test) | 33 | Jun 24, 2026 |
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| General Multimodal Performance Summary | Aggregate | 33 | Jun 4, 2026 |
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| Referring Expression Counting | REC 8K (val) | 33 | Jun 17, 2026 |
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| Multi-image retrieval | MS-COCO Adversarial | 33 | May 13, 2026 |
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| Chart Question Answering | CharXiv | 33 | May 27, 2026 |
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| Text Classification | GLUE | 33 | May 12, 2026 |
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| Goal-directed Lead Optimization | Lead Optimization Docking Targets parp1 fa7 5ht1b braf jak2 delta=0.6 | 33 | May 12, 2026 |
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| Image Classification | ImageNet 1K | 33 | May 13, 2026 |
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| PDE solving | Burgers | 33 | Jun 30, 2026 |
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| Continual Graph Learning | Photo | 33 | May 12, 2026 |
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