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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 |
|---|---|---|---|---|---|
| Video Classification | Something-Something v2 | 78 | Apr 23, 2026 | ||
| Image Manipulation Localization | Coverage | 78 | Jun 11, 2026 | ||
| Traffic Forecasting | NAVER-Seoul | 78 | Apr 14, 2026 | ||
| walker2d locomotion | D4RL walker2d medium-replay |
| 78 |
| May 15, 2026 |
| RGB-D Saliency Detection | NLPR | 78 | Jul 1, 2026 |
|---|
| Node Classification | Texas (48/32/20) | 78 | Mar 31, 2026 |
|---|
| Image Classification | CIFAR-100 (test) | 78 | Feb 26, 2026 |
|---|
| Node Classification | pokec (test) | 78 | Mar 11, 2026 |
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| Action Segmentation | Breakfast | 78 | Jul 7, 2026 |
|---|
| Few-shot classification | CIFAR-FS | 78 | May 15, 2026 |
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| Temporal Knowledge Graph reasoning | ICEWS 18 | 78 | May 14, 2026 |
|---|
| Anomaly Localization | MVTec | 78 | Mar 23, 2026 |
|---|
| End-to-end task-oriented dialogue | MultiWOZ (test) | 78 | Jun 9, 2026 |
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| Person Re-identification | MSMT17 v1 (test) | 78 | Feb 26, 2026 |
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| Paraphrase Identification | QQP | 78 | Feb 26, 2026 |
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| RGB-D Salient Object Detection | NJUD | 78 | Jul 1, 2026 |
|---|
| 5-way Few-shot Image Classification | FC100 (test) | 78 | Feb 26, 2026 |
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| Image Classification | WebVision mini (val) | 78 | Feb 26, 2026 |
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| Salient Object Detection | HRSOD (test) | 78 | Mar 4, 2026 |
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| Image Denoising | BSD300 | 78 | Feb 26, 2026 |
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| Named Entity Recognition | GENIA | 78 | Jun 18, 2026 |
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| In-shop clothes retrieval | in-shop clothes retrieval dataset (test) | 78 | Feb 26, 2026 |
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| Named Entity Recognition | CoNLL German 2003 (test) | 78 | Feb 26, 2026 |
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| Image Generation | CIFAR-10 (train/test) | 78 | Feb 26, 2026 |
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| Node Classification | DBLP | 78 | May 12, 2026 |
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