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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 |
|---|---|---|---|---|---|
| Planning | Delicate Can (c) (test) | 48 | Feb 26, 2026 | ||
| Image Classification | Stanford 40 Actions (test) | 48 | Mar 25, 2026 | ||
| Image-to-Text Retrieval | COCO-CN | 48 | Feb 26, 2026 | ||
| Facial Expression Recognition | FERPlus | 48 | May 20, 2026 | ||
| Partial Label Learning | CIFAR100-LT | 48 | Feb 26, 2026 | ||
| Partial Label Learning |
| CIFAR10-LT |
| 48 |
| Feb 26, 2026 |
| Scene Text Recognition | SVTP 645 samples (test) | 48 | Feb 26, 2026 |
|---|
| Science Question Answering | ARC-c (test) | 48 | May 12, 2026 |
|---|
| Monocular 3D Detection | Waymo (val) | 48 | Mar 31, 2026 |
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| Action Recognition | Something-Something V1 (test val) | 48 | Feb 26, 2026 |
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| Few-shot classification | CUB bounding-box cropped 200-2011 (test) | 48 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet V2 (Target) | 48 | Mar 4, 2026 |
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| Monocular Depth Estimation | Matterport3D (test) | 48 | Feb 26, 2026 |
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| Video Question Answering | NExT-QA Main Dataset | 48 | Feb 26, 2026 |
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| Image Classification | CIFAR10-LT | 48 | Feb 26, 2026 |
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| Image Classification | Flowers-102 (val) | 48 | Apr 3, 2026 |
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| Image Classification | CIFAR-100-LT gamma=100 (test) | 48 | May 29, 2026 |
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| Remote Sensing Scene Classification | RESISC45 | 48 | May 12, 2026 |
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| Image Classification | CIFAR-10 IID partition (test) | 48 | Feb 26, 2026 |
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| Video Classification | Kinetics-600 (test) | 48 | Feb 26, 2026 |
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| Generalized few-shot learning | AWA2 | 48 | Feb 26, 2026 |
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| Linear classification | ImageNet 1K 1.0 (val) | 48 | Feb 26, 2026 |
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| Object Detection | M3FD dataset | 48 | Feb 26, 2026 |
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| Correlation with Human Judgment | Flickr8K-CF | 48 | Apr 21, 2026 |
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| Speech-to-speech translation | Fisher Spanish-English (dev) | 48 | Feb 26, 2026 |
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