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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 |
|---|---|---|---|---|
| Gaze following in video | 2 | 1 | Feb 18, 2026 | |
| Physically-based rendering (PBR) | 2 | 1 | Feb 20, 2026 | |
| Meta-Measure 1 (Semantic Alignment) | 2 | 1 | Feb 20, 2026 | |
| VPD screening | 2 | 1 | Mar 19, 2026 | |
| Water Body Mapping | 2 | 2 | Jun 19, 2026 | |
| Flow Completion | 2 | 1 | Feb 18, 2026 | |
| Time-Varying Reproduction Numbers Inference | 2 | 1 | Mar 19, 2026 | |
| Sequential ListOps | 2 | 1 | Feb 18, 2026 | |
| Behavior Recognition | 2 | 2 | Apr 10, 2026 | |
| Subjective visibility optimization |
|---|
| 2 |
| 1 |
| Mar 19, 2026 |
| Spinal Morphology Assessment | 2 | 1 | Feb 20, 2026 |
|---|
| Poisson Image Denoising | 2 | 2 | Feb 20, 2026 |
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| Nonlinear Blur | 2 | 3 | Apr 14, 2026 |
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| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 |
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| Interactive Planning | 2 | 2 | Feb 18, 2026 |
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| Binary Mirror Segmentation | 2 | 1 | Feb 20, 2026 |
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| Text-to-Panorama | 2 | 1 | Feb 20, 2026 |
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| High Dynamic Range (HDR) Reconstruction | 2 | 2 | May 28, 2026 |
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| Bleeding Region Detection | 2 | 1 | Mar 19, 2026 |
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| Incremental Gaussian Process Regression | 2 | 1 | Feb 18, 2026 |
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| View-to-Panorama | 2 | 1 | Feb 20, 2026 |
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| 4D Gaussian Splatting refinement | 2 | 1 | Mar 19, 2026 |
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| Scribble-guided Video Generation | 2 | 1 | Feb 20, 2026 |
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| 4D Gaussian Streaming | 2 | 1 | Mar 19, 2026 |
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| Grey-guided Video Generation | 2 | 1 | Feb 20, 2026 |
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