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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 |
|---|---|---|---|---|---|
| Noise Generation | SIDD (val) | 72 | Mar 6, 2026 | ||
| Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) | Chair V2 (test) | 72 | Feb 26, 2026 | ||
| Image Classification | ImageNet-LT (val) | 72 | Feb 26, 2026 | ||
| Multi-hop Question Answering | HotpotQA (dev) | 72 | Jun 30, 2026 | ||
| Image Dehazing | SOTS Indoor RESIDE |
| 72 |
| Feb 26, 2026 |
| Question Answering | Natural Questions (test) | 72 | Jun 12, 2026 |
|---|
| Super-Resolution | Set14 2x | 72 | Jul 7, 2026 |
|---|
| Object Detection | HRSC 2016 (test) | 72 | Feb 26, 2026 |
|---|
| Person Re-identification | CUHK03 Detected (test) | 72 | Feb 26, 2026 |
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| Image Classification | SVHN 250 labels | 72 | Mar 19, 2026 |
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| Video Quality Enhancement | HEVC sequences (test) | 72 | Feb 26, 2026 |
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| Multi-view 3D reconstruction | ShapeNet ism (test) | 72 | Feb 26, 2026 |
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| Language Modeling | Penn Treebank word-level (test) | 72 | Feb 26, 2026 |
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| Image Inpainting | Places2 (test) | 72 | Jun 18, 2026 |
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| 6DoF Pose Estimation | YCB-Video (test) | 72 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 (test) | 72 | Feb 26, 2026 |
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| Anomaly Detection | CIFAR-100 | 72 | Feb 26, 2026 |
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| Image Denoising | Urban100 (test) | 72 | May 12, 2026 |
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| Image Geolocalization | Im2GPS3k | 72 | Jul 7, 2026 |
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| Image Classification | Places | 72 | Jun 23, 2026 |
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| Image Classification | ImageNet (val) | 72 | Feb 26, 2026 |
|---|
| 3D Semantic Segmentation | ScanNet v1 (test) | 72 | Feb 26, 2026 |
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| Person Re-identification | MARS (test) | 72 | Feb 26, 2026 |
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| Paraphrase Identification | Quora Question Pairs (test) | 72 | Feb 26, 2026 |
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| Information Retrieval | Robust04 | 72 | May 29, 2026 |
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