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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 |
|---|---|---|---|---|
| Dysphonic voice detection | 4 | 1 | Feb 18, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| Utility Density Modeling | 4 | 1 | Feb 18, 2026 | |
| Dynamic 3D Scene Reconstruction | 4 | 2 | Feb 18, 2026 | |
| Visual Machine Reading Comprehension | 4 | 4 | Mar 4, 2026 | |
| Activity Segmentation | 4 | 1 | Feb 18, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| JPEG Deblocking | 4 | 3 | Jun 26, 2026 | |
| LiDAR Scene Generation | 4 | 4 | Jun 30, 2026 | |
| Failure Flipping |
| 4 |
| 1 |
| Feb 18, 2026 |
| Tool-augmented Reasoning | 4 | 4 | Apr 23, 2026 |
|---|
| Gene rank reconstruction | 4 | 1 | Feb 21, 2026 |
|---|
| Sentence Level Quality Estimation | 4 | 1 | Feb 18, 2026 |
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| Future keypoint extrapolation | 4 | 1 | Feb 18, 2026 |
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| Linear Optimization | 4 | 1 | Apr 7, 2026 |
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| Dynamic Scene Synthesis | 4 | 2 | Jun 30, 2026 |
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| HD map construction | 4 | 4 | Jul 1, 2026 |
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| Present keypoint interpolation | 4 | 1 | Feb 18, 2026 |
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| Video/Caption Retrieval | 4 | 1 | Feb 18, 2026 |
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| Past keypoint extrapolation | 4 | 1 | Feb 18, 2026 |
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| General AI Assistant Task | 4 | 14 | Jun 30, 2026 |
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| Joint Human-Object Tracking | 4 | 1 | Feb 18, 2026 |
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| Validation TD Error Estimation | 4 | 1 | Feb 18, 2026 |
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| Single-image positioning | 4 | 1 | Feb 18, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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