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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Gender Classification | 57 | 34 | Jun 23, 2026 | |
| 3D surface reconstruction | 57 | 32 | Jun 17, 2026 | |
| Text-to-motion generation | 56 | 84 | Jul 3, 2026 | |
| AIGI Detection | 56 | 13 | Jun 8, 2026 | |
| Adversarial Detection | 56 | 20 | Jul 2, 2026 | |
| Human Mesh Recovery | 56 | 47 | Jun 29, 2026 | |
| Aspect-based Sentiment Analysis | 56 | 31 | Jul 3, 2026 | |
| Mortality Prediction | 56 | 47 | Jun 30, 2026 | |
| Graph Reconstruction | 56 | 10 | Jun 9, 2026 | |
| Generation |
|---|
| 56 |
| 32 |
| Jun 29, 2026 |
| Object Navigation | 56 | 45 | Jul 7, 2026 |
|---|
| Open-ended generation | 56 | 44 | Jul 7, 2026 |
|---|
| Style Transfer | 56 | 46 | Jul 7, 2026 |
|---|
| Subspace Clustering | 55 | 12 | Jun 5, 2026 |
|---|
| Selective Prediction | 55 | 19 | Jul 7, 2026 |
|---|
| Multimodal Recommendation | 55 | 19 | Jul 7, 2026 |
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| Action Prediction | 55 | 28 | Jul 7, 2026 |
|---|
| Scene Graph Generation | 55 | 47 | Jul 8, 2026 |
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| Outlier Explanation | 55 | 2 | Feb 21, 2026 |
|---|
| Prompt injection detection | 55 | 20 | Jun 23, 2026 |
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| 6D Pose Estimation | 55 | 57 | Jul 3, 2026 |
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| Video Denoising | 55 | 27 | May 25, 2026 |
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| aspect sentiment triplet extraction | 55 | 24 | Jun 2, 2026 |
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| 3D Scene Generation | 55 | 41 | Jul 7, 2026 |
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| Fake News Detection | 54 | 33 | Jul 7, 2026 |
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