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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 |
|---|---|---|---|---|
| 3D Object Pose Estimation | 2 | 2 | Feb 18, 2026 | |
| Behavior Recognition | 2 | 2 | Apr 10, 2026 | |
| Vital signs prediction | 2 | 3 | Feb 18, 2026 | |
| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 | |
| Subjective visibility optimization | 2 | 1 | Mar 19, 2026 | |
| Isotropic xy-slice reconstruction | 2 | 1 | Feb 20, 2026 | |
| Bleeding Region Detection | 2 | 1 | Mar 19, 2026 | |
| 2D-3D Matching | 2 | 1 | Feb 18, 2026 | |
| Offline Imitation Learning |
| 2 |
| 2 |
| Feb 18, 2026 |
| 4D Gaussian Streaming | 2 | 1 | Mar 19, 2026 |
|---|
| RTL Summarization | 2 | 1 | Mar 19, 2026 |
|---|
| 4D Gaussian Splatting refinement | 2 | 1 | Mar 19, 2026 |
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| Loop Closing | 2 | 1 | Mar 19, 2026 |
|---|
| Global Place Recognition | 2 | 3 | Feb 20, 2026 |
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| Text/Nontext stroke classification | 2 | 1 | Feb 20, 2026 |
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| Sleep Analysis | 2 | 1 | Feb 20, 2026 |
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| Math Question Answering | 2 | 2 | Mar 10, 2026 |
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| Fooling Attack | 2 | 1 | Feb 20, 2026 |
|---|
| Iris Presentation Attack Detection | 2 | 2 | Mar 19, 2026 |
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| Scientific Research Automation | 2 | 1 | Mar 19, 2026 |
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| Animation-to-image similarity | 2 | 1 | Mar 19, 2026 |
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| Weakly-supervised Action Segmentation | 2 | 2 | Feb 18, 2026 |
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| Low-Dose CT Image Reconstruction | 2 | 1 | Feb 18, 2026 |
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| Locomotion Control Smoothness | 2 | 1 | Mar 19, 2026 |
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| Indiscriminate and Instant Attack | 2 | 1 | Feb 18, 2026 |
|---|