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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 |
|---|---|---|---|---|
| Multi-view Multi-person Tracking | 1 | 2 | Mar 18, 2026 | |
| Real-time Semantic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Monocular Scene Flow | 1 | 1 | Feb 18, 2026 | |
| AV interpolation | 1 | 1 | Feb 18, 2026 | |
| Multi-hypothesis 3D Human Pose Estimation | 1 | 1 | Feb 18, 2026 | |
| Unsupervised Multi-object Segmentation | 1 | 1 | Feb 18, 2026 | |
| Multi-concept motion generation (single text) | 1 | 2 | Feb 20, 2026 | |
| multi-label urban sound tagging | 1 | 1 | Feb 18, 2026 | |
| Embryo Grading |
| 1 |
| 1 |
| Feb 18, 2026 |
| Image Editing Quality Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Object Parsing | 1 | 1 | Feb 18, 2026 |
|---|
| 20-way Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Semi-supervised Video Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Absolute 3D Human Pose Estimation (MRPE) | 1 | 1 | Feb 18, 2026 |
|---|
| Geometry Recovery | 1 | 1 | Feb 18, 2026 |
|---|
| Instance Activity Detection | 1 | 1 | Feb 18, 2026 |
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| Single-view 3D shape reconstruction | 1 | 1 | Feb 18, 2026 |
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| Region Understanding | 1 | 1 | Feb 18, 2026 |
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| CAD Captioning | 1 | 1 | Feb 18, 2026 |
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| Watermark Localization | 1 | 1 | Feb 18, 2026 |
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| BPMN Element Type Classification | 1 | 1 | Feb 18, 2026 |
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| Name and Type Extraction | 1 | 1 | Feb 18, 2026 |
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| Name Extraction | 1 | 1 | Feb 18, 2026 |
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| Attribute Retrieval | 1 | 1 | Feb 18, 2026 |
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| Class-activation heatmap interpretability assessment | 1 | 1 | Feb 18, 2026 |
|---|