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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 |
|---|---|---|---|---|
| Visual Servoing | 18 | 6 | Jul 3, 2026 | |
| Influence Estimation | 18 | 6 | Apr 10, 2026 | |
| Sabotage detection | 18 | 4 | Jun 11, 2026 | |
| Cross-domain cross-lingual classification | 18 | 1 | Feb 18, 2026 | |
| Drug-Target Interaction Prediction | 18 | 8 | Jun 18, 2026 | |
| Inventory Management | 18 | 5 | Jun 5, 2026 | |
| Explainability | 18 | 12 | Jun 15, 2026 | |
| Singing Voice Synthesis | 18 | 11 | Jun 23, 2026 | |
| 2D Human Pose Estimation | 18 | 45 | Jul 8, 2026 | |
| Social Reasoning |
| 18 |
| 8 |
| Jun 18, 2026 |
| Image Colorization | 18 | 16 | Jun 11, 2026 |
|---|
| Spatial gene expression prediction | 18 | 5 | May 19, 2026 |
|---|
| Citation Recommendation | 18 | 6 | Mar 19, 2026 |
|---|
| SDF Reconstruction | 18 | 8 | Jun 15, 2026 |
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| Speech Command Recognition | 18 | 8 | Apr 10, 2026 |
|---|
| GUI Automation | 18 | 12 | Jul 7, 2026 |
|---|
| Transfer Learning | 18 | 13 | Jun 16, 2026 |
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| Multi-modal Question Answering | 18 | 27 | Jul 8, 2026 |
|---|
| Artifact Detection | 18 | 6 | Jun 29, 2026 |
|---|
| Black-box Adversarial Attack | 18 | 12 | Jun 1, 2026 |
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| Multi-view consistency | 18 | 8 | Jul 3, 2026 |
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| Guided Depth Super-resolution | 18 | 3 | Apr 7, 2026 |
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| Extrapolation | 18 | 6 | Mar 31, 2026 |
|---|
| Semi-Supervised Learning | 18 | 8 | Jul 7, 2026 |
|---|
| Global Weather Forecasting | 18 | 7 | Jun 26, 2026 |
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