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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 |
|---|---|---|---|---|
| Unsupervised Video Segmentation | 4 | 2 | Mar 4, 2026 | |
| 3D Dense Head Alignment | 4 | 1 | Feb 18, 2026 | |
| IQA Score Regression | 4 | 1 | Mar 4, 2026 | |
| Model Classification | 4 | 2 | May 25, 2026 | |
| Video Event Prediction | 4 | 2 | Mar 17, 2026 | |
| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Histology Image Classification | 4 | 1 | Feb 18, 2026 | |
| Single-agent Tracking | 4 | 1 | Feb 18, 2026 | |
| Video Understanding Reasoning | 4 |
| 3 |
| Apr 16, 2026 |
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
|---|
| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 |
|---|
| Dynamic Scene Recognition | 4 | 3 | Feb 18, 2026 |
|---|
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Single-line Scene Text Reconstruction | 4 | 1 | Mar 13, 2026 |
|---|
| Active Pose Estimation | 4 | 1 | Mar 10, 2026 |
|---|
| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
|---|
| Instance Retrieval | 4 | 3 | Jul 7, 2026 |
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| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 |
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| Perspective-to-360 Video Generation | 4 | 3 | Apr 24, 2026 |
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| Video tasks | 4 | 2 | Feb 22, 2026 |
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| Customer-to-shop clothes retrieval | 4 | 1 | Feb 18, 2026 |
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| Exo2ego Frame Retrieval | 4 | 1 | Feb 18, 2026 |
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| Concept Annotation | 4 | 2 | May 15, 2026 |
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| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
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| Visual Commonsense Reasoning (Q→A) | 4 | 3 | Jun 19, 2026 |
|---|