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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 |
|---|---|---|---|---|
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 | |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 | |
| AMR-to-text generation | 4 | 6 | Feb 18, 2026 | |
| 3D Human Motion Generation | 4 | 7 | Feb 20, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Audio-driven portrait animation | 4 | 3 | Jun 12, 2026 | |
| Camera Pose and Layout Estimation | 4 | 1 | Feb 18, 2026 | |
| Head Swapping |
| 4 |
| 2 |
| Mar 25, 2026 |
| Implicit Representation | 4 | 1 | Feb 21, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
|---|
| Foraging | 4 | 1 | Feb 18, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
|---|
| Future Semantic Segmentation | 4 | 3 | Feb 20, 2026 |
|---|
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Subjectivity Classification | 4 | 39 | Jun 2, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
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| Scene Text Reconstruction | 4 | 1 | Feb 18, 2026 |
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| Monocular panoramic depth estimation | 4 | 2 | Feb 18, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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