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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 |
|---|---|---|---|---|---|
| Motion Understanding | MotionBench | 35 | Jun 30, 2026 | ||
| Emotion Recognition | IEMOCAPSix (test) | 35 | Feb 26, 2026 | ||
| Deepfake Detection | DFDCP | 35 | Jun 1, 2026 | ||
| Text-to-Image Generation | DrawBench | 35 | Jun 30, 2026 | ||
| Image Classification | PET |
| 35 |
| Apr 24, 2026 |
| Ship Re-identification | HOSS-ReID SAR to Optical | 35 | Mar 16, 2026 |
|---|
| Ship Re-identification | HOSS-ReID Optical to SAR | 35 | Mar 16, 2026 |
|---|
| Classification | Kather-CRC 2016 | 35 | Feb 27, 2026 |
|---|
| Outlier Removal | SUN3D | 35 | Jun 4, 2026 |
|---|
| Outlier Removal | YFCC100M | 35 | Jun 4, 2026 |
|---|
| HDR | FFHQ | 35 | May 21, 2026 |
|---|
| Multi-step Reasoning | ScienceQA | 35 | Mar 24, 2026 |
|---|
| Leaf Disease Classification | PlantVillage | 35 | Feb 26, 2026 |
|---|
| Multi-label classification | UCMerced | 35 | Feb 26, 2026 |
|---|
| Image Super-Resolution | Set14 | 35 | Feb 26, 2026 |
|---|
| Domain Generalization | ImageNet distribution shifts Sketch Adversarial Rendition V2 various (test) | 35 | Jul 8, 2026 |
|---|
| Video Captioning | VDC | 35 | May 28, 2026 |
|---|
| Multi-choice Video Question Answering | NExT-QA | 35 | Jun 16, 2026 |
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| Object Detection | D3 | 35 | Mar 30, 2026 |
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| AIGI Detection | Synthbuster | 35 | May 22, 2026 |
|---|
| AIGI Detection | DRCT-2M | 35 | Apr 7, 2026 |
|---|
| Visual Question Answering | SEED | 35 | Jun 11, 2026 |
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| Semantic Segmentation | ISIC | 35 | Mar 31, 2026 |
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| Object Goal Navigation | HM3D 0.1 | 35 | Mar 20, 2026 |
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| Face Swapping | FFHQ | 35 | Apr 28, 2026 |
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