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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 |
|---|---|---|---|---|---|
| Long-term time-series forecasting | ETTh2 (test) | 216 | Jun 2, 2026 | ||
| Multi-hop Question Answering | 2Wiki | 215 | May 8, 2026 | ||
| Image Super-Resolution | DIV2K (val) | 215 | Jun 11, 2026 | ||
| Monocular Depth Estimation | KITTI Eigen split | 215 | Apr 7, 2026 | ||
| Graph Classification | ogbg-molpcba (test) |
| 215 |
| Jun 26, 2026 |
| Question Answering | SQuAD 2.0 | 215 | May 8, 2026 |
|---|
| Crowd Counting | ShanghaiTech Part B (test) | 215 | Jun 24, 2026 |
|---|
| 3D Occupancy Prediction | Occ3D-nuScenes (val) | 215 | Jun 29, 2026 |
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| Text-to-image generation | MS-COCO (val) | 215 | Jun 24, 2026 |
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| Optical Flow Estimation | MPI Sintel Final (train) | 215 | May 11, 2026 |
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| Unconditional Image Generation | CIFAR-10 unconditional | 215 | Jun 11, 2026 |
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| Semantic Segmentation | Pascal VOC | 214 | Jul 7, 2026 |
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| Image Classification | Waterbirds (test) | 214 | Jul 8, 2026 |
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| Mathematical Reasoning | OlympiadBench | 213 | May 22, 2026 |
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| General Reasoning | MMLU-Pro | 213 | Jun 9, 2026 |
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| Text-to-audio generation | AudioCaps (test) | 213 | Jul 7, 2026 |
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| Graph Classification | Peptides-func LRGB (test) | 213 | Jul 7, 2026 |
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| Referring Expression Comprehension | RefCOCO (testB) | 213 | Jul 7, 2026 |
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| Skeleton-based Action Recognition | NTU RGB+D (Cross-View) | 213 | Feb 26, 2026 |
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| Image Classification | miniImageNet | 213 | Jun 1, 2026 |
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| Video Summarization | TVSum | 213 | Feb 26, 2026 |
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| Common sense reasoning | Hellaswag | 213 | Apr 7, 2026 |
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| Video Question-Answering | MLVU | 213 | Jun 5, 2026 |
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| Survival Prediction | TCGA-LUAD | 213 | Jun 23, 2026 |
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| Code Generation | HumanEval | 212 | Jun 19, 2026 |
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