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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 |
|---|---|---|---|---|---|
| Robot Manipulation | LIBERO Object | 139 | Jun 23, 2026 | ||
| Image Classification | MNIST non-IID (test) | 139 | May 19, 2026 | ||
| Node Classification | Movies | 139 | Jun 19, 2026 | ||
| Text-to-SQL | Spider | 139 | Jun 2, 2026 | ||
| Image Classification |
|---|
| UCF101 |
| 139 |
| May 26, 2026 |
| Temporal Video Grounding | Charades-STA (test) | 139 | Jun 5, 2026 |
|---|
| Medical Image Segmentation | Kvasir-SEG (test) | 139 | Jul 7, 2026 |
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| Node Classification | arXiv-year | 139 | May 15, 2026 |
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| 3D Multi-Object Tracking | nuScenes (test) | 139 | Mar 10, 2026 |
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| Object Detection | PASCAL VOC Novel Set 3 2007+2012 | 139 | Feb 27, 2026 |
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| Image Classification | CIFAR-100 NAS-Bench-201 (val) | 139 | May 22, 2026 |
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| Object Classification | VisDA synthetic-to-real 2017 | 139 | May 26, 2026 |
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| Image Classification | ImageNet-C (test) | 139 | Jul 7, 2026 |
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| Grammatical Error Correction | BEA shared task 2019 (test) | 139 | Feb 26, 2026 |
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| Multi-class classification | VLCS | 139 | Feb 26, 2026 |
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| Multimodal Machine Translation | Multi30K (test) | 139 | Feb 26, 2026 |
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| Node Classification | Film | 139 | May 21, 2026 |
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| Semantic Segmentation | Pascal Context 60 | 139 | Apr 10, 2026 |
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| Subgraph Auto-tuning | GPU representative-subgraphs | 138 | Jun 9, 2026 |
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| Face Verification | BFW | 138 | Jun 4, 2026 |
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| Adversarial Attack Transferability | CIFAR-100 | 138 | May 19, 2026 |
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| Time Series Forecasting | Weather | 138 | Jun 24, 2026 |
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| Text Generation | WikiText-2 | 138 | Jun 5, 2026 |
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| Graduate-level Science Reasoning | GPQA | 138 | Jul 8, 2026 |
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| Web navigation | WebArena | 138 | Jul 9, 2026 |
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