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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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| Document-level Relation Extraction | DocRED (test) | 183 | Apr 10, 2026 | ||
| 3D Human Pose Estimation | Human3.6M Protocol 1 (test) | 183 | Feb 26, 2026 | ||
| Zero-Shot Learning | CUB | 183 | Jul 7, 2026 |
| Referring Expression Segmentation | RefCOCOg (test) | 183 | Jul 7, 2026 |
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| Visual Question Answering | VQA 2.0 (val) | 183 | Jun 2, 2026 |
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| Semantic Segmentation | NYU Depth V2 (test) | 183 | Apr 7, 2026 |
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| Hallucination Detection | TruthfulQA | 182 | Jun 19, 2026 |
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| Image Super-Resolution | DrealSR | 182 | Jun 11, 2026 |
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| Image Classification | OxfordPets | 182 | May 26, 2026 |
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| Multivariate long-term forecasting | ETTh2 (test) | 182 | Jun 26, 2026 |
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| Question Answering | TriviaQA | 182 | Apr 7, 2026 |
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| Text Retrieval | MS-COCO 5K (test) | 182 | Feb 27, 2026 |
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| Classification | SVHN (test) | 182 | Jun 29, 2026 |
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| Long-term time-series forecasting | Traffic (test) | 182 | Jun 1, 2026 |
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| Sequential Recommendation | Amazon Beauty | 181 | Jun 17, 2026 |
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| Image Dehazing | SOTS (test) | 181 | Jun 30, 2026 |
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| Graph Classification | IMDB-B | 181 | Jun 23, 2026 |
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| RGB-D Object Tracking | DepthTrack (test) | 181 | Mar 17, 2026 |
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| Image Classification | ImageNet Real (val) | 181 | Feb 26, 2026 |
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| Text-to-Video Retrieval | LSMDC | 181 | Apr 24, 2026 |
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| Multi-agent pursuit-evasion | pursuit-evasion scenario 2-vs-1 | 180 | Mar 26, 2026 |
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| General Reasoning | MMLU | 180 | May 27, 2026 |
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| Multimodal Reasoning | MMBench | 180 | Jun 30, 2026 |
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| Medical Image Segmentation | ACDC (test) | 180 | Jun 4, 2026 |
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| Image Classification | ImageNette (test) | 180 | Jun 23, 2026 |
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