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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 |
|---|---|---|---|---|---|
| Text-to-image generation | COCO | 104 | Jul 2, 2026 | ||
| Cross-domain image retrieval | COIL1 → COIL2 | 104 | Feb 26, 2026 | ||
| Text Classification | DBPedia | 104 | May 21, 2026 | ||
| Mathematical Reasoning | Minerva Math | 104 | Apr 29, 2026 | ||
| Writing | WritingBench | 104 | Jun 25, 2026 | ||
| Function Calling |
| BFCL V3 |
| 104 |
| Jun 30, 2026 |
| Image Classification | EuroSAT | 104 | Mar 18, 2026 |
|---|
| Person Re-identification | Occluded-reID | 104 | May 20, 2026 |
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| Node Classification | tolokers | 104 | Jun 23, 2026 |
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| Image Generation | FFHQ 64x64 (test) | 104 | Jun 4, 2026 |
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| Novel View Synthesis | Deep Blending (test) | 104 | Jun 9, 2026 |
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| Multivariate Time Series Forecasting | Solar | 104 | Jun 25, 2026 |
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| Image Classification | WHU-RS19 | 104 | Jun 23, 2026 |
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| Offline Reinforcement Learning | D4RL Medium Walker2d | 104 | May 11, 2026 |
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| Anomaly Detection | Aggregated Datasets | 104 | Feb 26, 2026 |
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| Planning | Rover(r, w, s, o) domain (test) | 104 | Feb 26, 2026 |
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| Language Modeling | OpenWebText2 (test) | 104 | Feb 26, 2026 |
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| Out-of-Distribution Detection | SUN | 104 | May 27, 2026 |
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| Image Classification | CIFAR10 centralized performance (test) | 104 | Feb 26, 2026 |
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| Video Captioning | ActivityNet-Captions (test) | 104 | Jun 1, 2026 |
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| Calibration | CIFAR-100 (test) | 104 | Mar 9, 2026 |
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| Entity Extraction | FUNSD (test) | 104 | Feb 26, 2026 |
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| Node Classification | Amazon Computer (test) | 104 | Jun 1, 2026 |
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| Semantic Segmentation | Trans10K v2 (test) | 104 | Feb 26, 2026 |
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| Multimodal Multilabel Classification | MM-IMDB (test) | 104 | Jun 4, 2026 |
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