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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 |
|---|---|---|---|---|---|
| Deepfake Detection | FaceForensics++ c23 (train) | 31 | Feb 26, 2026 | ||
| Visual Object Tracking | FELT | 31 | Apr 16, 2026 | ||
| Deepfake Detection | KoDF (test) | 31 | Mar 26, 2026 | ||
| Knowledge QA | CDDMBench | 31 | Apr 28, 2026 | ||
| Crop Recognition | CDDMBench | 31 | Apr 28, 2026 | ||
| HDR |
| ImageNet |
| 31 |
| May 27, 2026 |
| 3D Segmentation | Mip-NeRF 360 | 31 | Feb 26, 2026 |
|---|
| Scene Graph Generation | GQA-200 (test) | 31 | Jul 8, 2026 |
|---|
| Mathematics | AIME 2024 | 31 | Mar 31, 2026 |
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| Visual Task Adaptation | VTAB | 31 | Apr 16, 2026 |
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| Multi-Label Class-Incremental Learning | PASCAL VOC B10-C2 | 31 | Mar 9, 2026 |
|---|
| Pulse Rate Estimation | MMPD | 31 | Mar 6, 2026 |
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| Shape Matching | FAUST | 31 | Jun 26, 2026 |
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| Video Forgery Detection | GenVideo (test) | 31 | Mar 6, 2026 |
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| Motion Deblurring | FFHQ | 31 | May 14, 2026 |
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| Medical Visual Question Answering | RadImageNet-VQA | 31 | Jul 1, 2026 |
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| Real-World Image Super-Resolution | RealSR | 31 | Mar 26, 2026 |
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| Object Detection | TL-RGBD dataset | 31 | Feb 26, 2026 |
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| Visual Quality Assessment | AIGIQA-20K | 31 | Jun 16, 2026 |
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| Multimodal Emotion Recognition | CMU-MOSI | 31 | Feb 26, 2026 |
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| Image Classification | OrganSMNIST v2 (test) | 31 | Feb 26, 2026 |
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| Object Unlearning | UnlearnCanvas | 31 | Jun 1, 2026 |
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| Human Novel View Synthesis | ZJU-MoCap | 31 | Feb 26, 2026 |
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| Chart understanding | ChartX | 31 | May 12, 2026 |
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| Spatial Reasoning (Multi-Image) | SPAR-Bench | 31 | Jun 12, 2026 |
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