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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 |
|---|---|---|---|---|
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 | |
| Identity-Preserving Text-to-Video generation | 4 | 4 | Jun 23, 2026 | |
| IFR Event Detection | 4 | 1 | Feb 21, 2026 | |
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 | |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 | |
| Cross-View Image Translation | 4 | 1 | Feb 18, 2026 | |
| Code clone detection | 4 | 5 | Feb 27, 2026 | |
| Active Object Detection | 4 | 3 | Jun 5, 2026 | |
| Tool Retrieval and Function Selection |
| 4 |
| 1 |
| Feb 21, 2026 |
| Logical deduction | 4 | 4 | May 21, 2026 |
|---|
| Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Video Human-Object Interaction Detection | 4 | 3 | Jul 7, 2026 |
|---|
| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
|---|
| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
|---|
| 3D Plane Segmentation | 4 | 3 | Feb 18, 2026 |
|---|
| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 |
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| Audio-driven portrait animation | 4 | 3 | Jun 12, 2026 |
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| Camera Pose and Layout Estimation | 4 | 1 | Feb 18, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Permuted Sequential Image Classification | 4 | 8 | Feb 27, 2026 |
|---|
| Risky Sample Transferability | 4 | 1 | Feb 21, 2026 |
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| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Risky sample generation | 4 | 1 | Feb 21, 2026 |
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| Mixed Linear Regression | 4 | 1 | Feb 18, 2026 |
|---|