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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 |
|---|---|---|---|---|---|
| Object Classification | ScanObjectNN PB_T50_RS | 220 | May 19, 2026 | ||
| Multivariate time series forecasting | ETTh2 | 219 | Jun 11, 2026 | ||
| Image Generation | ImageNet 512x512 (val) | 219 | Mar 27, 2026 | ||
| 3D Object Detection | Waymo Open Dataset (val) | 219 | Jul 2, 2026 | ||
| Image Classification | Oxford-IIIT Pet |
| 219 |
| Mar 19, 2026 |
| Visual Question Answering | GQA | 218 | Jun 24, 2026 |
|---|
| Zero-shot Evaluation | Downstream Tasks MMLU, PIQA, Arc-E, Arc-C, Wino, OpenQA | 218 | Feb 26, 2026 |
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| Text-to-Image Generation | GenEval | 218 | May 29, 2026 |
|---|
| Image Generation | CIFAR-10 | 218 | Jun 9, 2026 |
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| Action Recognition | NTU RGB+D X-View 60 | 218 | May 11, 2026 |
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| Natural Language Inference | SNLI | 218 | Jun 4, 2026 |
|---|
| Intellectual Property Identification Evasion | GNN4IP | 217 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-R | 217 | Apr 28, 2026 |
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| Camouflaged Object Detection | COD10K | 217 | May 26, 2026 |
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| Image Retrieval | MS-COCO 5K (test) | 217 | Feb 27, 2026 |
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| Generalized Zero-Shot Learning | AWA2 | 217 | Mar 24, 2026 |
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| Classification | PASCAL VOC 2007 (test) | 217 | Feb 26, 2026 |
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| Semantic Segmentation | Pascal Context | 217 | Apr 13, 2026 |
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| Semantic Segmentation | Pascal Context 59 | 217 | Jun 4, 2026 |
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| Data Imputation | superconductivity | 216 | Jul 7, 2026 |
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| Mathematical Reasoning | AMC23 | 216 | Jun 11, 2026 |
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| Image Classification | ImageNet-C Severity 5 (test) | 216 | Jul 2, 2026 |
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| Language Modeling | WikiText-103 | 216 | May 7, 2026 |
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| Referring Expression Comprehension | RefCOCO+ (testA) | 216 | Jul 7, 2026 |
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| Semantic Segmentation | Coco-Stuff (test) | 216 | May 13, 2026 |
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