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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 |
|---|---|---|---|---|---|
| Semantic Occupancy Prediction | Occ3D (val) | 37 | Feb 26, 2026 | ||
| GUI Navigation | Multimodal-Mind2Web Cross-Website | 37 | Apr 23, 2026 | ||
| Click-Through Rate Prediction | iPinYou | 37 | Feb 26, 2026 | ||
| Classification | Biome | 37 | Jun 19, 2026 | ||
| Cardiac ultrasound segmentation | CAMUS (test) |
| 37 |
| Feb 26, 2026 |
| Image Compression | CLIC | 37 | Apr 13, 2026 |
|---|
| Emotion recognition | CREMA-D (test) | 37 | Jul 9, 2026 |
|---|
| Image Classification | CIFAR-10 (IID) | 37 | Feb 26, 2026 |
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| Text-to-Motion Generation | HumanML3D 19 (test) | 37 | Feb 26, 2026 |
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| Visual Question Answering | SlideBench-VQA BCNB | 37 | Mar 11, 2026 |
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| Semantic Segmentation | PAS-20 | 37 | Mar 17, 2026 |
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| Spoofing Attack Detection | ASVspoof LA 2021 | 37 | Jul 1, 2026 |
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| Novel View Synthesis | RobustNeRF Android | 37 | May 14, 2026 |
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| Novel View Synthesis | RobustNeRF Statue | 37 | May 14, 2026 |
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| Image-level Anomaly Detection | HeadCT | 37 | Mar 31, 2026 |
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| Video Question Answering | IntentQA | 37 | Jul 2, 2026 |
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| Object Detection | Cityscapes-C (val) | 37 | Feb 26, 2026 |
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| Gaussian Deblurring | FFHQ 256x256-1K | 37 | Apr 29, 2026 |
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| Image Restoration | All-in-one Image Restoration Benchmark (SOTS, Rain100L, BSD68, GoPro, LOLv1) (test) | 37 | May 13, 2026 |
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| Multi-Modal Lifelong Navigation | GOAT-Bench unseen (val) | 37 | Jun 25, 2026 |
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| Image Denoising | PolyU SIDD pre-trained real-world (test) | 37 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K 1 (val) | 37 | Feb 26, 2026 |
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| Single-image Defocus deblurring | DPD (Combined) | 37 | Jun 5, 2026 |
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| Tabular Data Synthesis | stock | 37 | Feb 26, 2026 |
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| Molecular property prediction | MOLESOL | 37 | Feb 26, 2026 |
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