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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 |
|---|---|---|---|---|---|
| Musical Instrument Classification | NSynth | 123 | Jun 5, 2026 | ||
| Medical Image Segmentation | Synapse (test) | 123 | May 8, 2026 | ||
| Car Object Counting | CARPK (test) | 123 | Jun 24, 2026 | ||
| Commonsense Reasoning | CSQA (test) | 123 | Jun 4, 2026 | ||
| Code Generation | HumanEval+ |
| 122 |
| Jul 3, 2026 |
| Image Classification | CIFAR-10 | 122 | Jun 29, 2026 |
|---|
| Massive Multitask Language Understanding | MMLU-Pro | 122 | Jun 16, 2026 |
|---|
| Caption Hallucination Evaluation | CHAIR | 122 | Jun 30, 2026 |
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| Medical Question Answering | PubMedQA | 122 | Jun 18, 2026 |
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| Visual Hallucination Evaluation | MSCOCO | 122 | Jun 24, 2026 |
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| Classic Image Super-Resolution | Set5 | 122 | Mar 11, 2026 |
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| Mathematics | MATH 500 | 122 | May 14, 2026 |
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| Composed Image Retrieval | CIRCO | 122 | Jul 3, 2026 |
|---|
| Video Question Answering | NEXT-QA | 122 | Jul 7, 2026 |
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| Video Quality Assessment | LSVQ (test) | 122 | May 21, 2026 |
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| Image Classification | iNaturalist 2019 | 122 | May 26, 2026 |
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| Semantic Segmentation | PASCAL VOC augmented (val) | 122 | Feb 26, 2026 |
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| RGB-D Salient Object Detection | LFSD | 122 | Feb 26, 2026 |
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| Monocular Depth Estimation | DDAD (test) | 122 | Jul 2, 2026 |
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| Video Frame Interpolation | UCF101 | 122 | Apr 21, 2026 |
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| Facial Landmark Detection | WFLW (test) | 122 | Feb 26, 2026 |
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| 3D Human Pose Estimation | MPI-INF-3DHP | 122 | May 15, 2026 |
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| Video segmentation from a sentence | A2D Sentences (test) | 122 | Feb 27, 2026 |
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| Instance Segmentation | Cityscapes (test) | 122 | Feb 26, 2026 |
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| Optical Flow | KITTI 2015 (test) | 122 | Jun 30, 2026 |
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