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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 |
|---|---|---|---|---|---|
| 3D Object Reconstruction | HO-3D (test) | 44 | Feb 26, 2026 | ||
| Few-shot Named Entity Recognition | FewNERD Intra 1.0 | 44 | Feb 27, 2026 | ||
| Image Captioning Evaluation | Pascal-50S | 44 | May 26, 2026 | ||
| Image Matting | P3M-500-NP | 44 | Jul 8, 2026 | ||
| Image Retrieval | RParis | 44 | Apr 2, 2026 | ||
| Image Classification |
| ImageNet 1k (val) |
| 44 |
| Feb 26, 2026 |
| Segmentation | HaN fine-tuned | 44 | Feb 26, 2026 |
|---|
| Segmentation | Thorax-85 (fine-tuned) | 44 | Feb 26, 2026 |
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| Segmentation | ABD-110 fine-tuned | 44 | Feb 26, 2026 |
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| Action Recognition | UCF-101 | 44 | May 25, 2026 |
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| Image Retrieval | Cars | 44 | Feb 26, 2026 |
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| Micro-Expression Recognition | SMIC | 44 | Apr 10, 2026 |
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| Image Classification | CIFAR-10 LeNet-5 (test) | 44 | Feb 26, 2026 |
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| Traffic Forecasting | METR-LA 30min horizon 6 | 44 | Feb 26, 2026 |
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| Mathematical Reasoning | GSM8K original (test) | 44 | Feb 26, 2026 |
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| Image Classification | ImageNet | 44 | Mar 4, 2026 |
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| Clustering | ORL | 44 | Jun 16, 2026 |
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| Dichotomous Image Segmentation | DIS5K (DIS-VD) | 44 | May 15, 2026 |
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| Node Classification | Squirrel 60%/20%/20% random splits | 44 | Feb 26, 2026 |
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| Offline Reinforcement Learning | antmaze medium-play | 44 | May 29, 2026 |
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| Hate speech detection | HateXplain (test) | 44 | Jun 29, 2026 |
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| Language Modeling | LAMBADA zero-shot (test) | 44 | Jun 9, 2026 |
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| Sentence-pair classification | QQP | 44 | May 28, 2026 |
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| Image Classification | ImageNet Base-to-New | 44 | Jun 18, 2026 |
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| Thoracic disease classification | NIH ChestX-ray14 (test) | 44 | Feb 26, 2026 |
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