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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 |
|---|---|---|---|---|
| Task Affinity Prediction | 2 | 1 | Feb 18, 2026 | |
| CAD alignment | 2 | 2 | Jun 18, 2026 | |
| Hierarchical Relationship Prediction | 2 | 1 | Feb 18, 2026 | |
| Brain Tumor Substructure Segmentation | 2 | 1 | Feb 25, 2026 | |
| Canonical Text Recognition | 2 | 1 | Feb 25, 2026 | |
| 5-way 5-shot incremental learning | 2 | 2 | Feb 18, 2026 | |
| Motion blur removal | 2 | 1 | Feb 18, 2026 | |
| eight-label knee injury prediction | 2 | 1 | Feb 25, 2026 | |
| Human evaluation of garment reconstruction |
| 2 |
| 1 |
| Feb 25, 2026 |
| Vestibular Schwannoma Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Bounding-box alignment | 2 | 1 | Feb 25, 2026 |
|---|
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 |
|---|
| Object affordance anticipation | 2 | 2 | Feb 18, 2026 |
|---|
| Object Affordance | 2 | 2 | Feb 18, 2026 |
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| Spatial Relation | 2 | 2 | May 20, 2026 |
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| Scene Sketch Segmentation | 2 | 1 | Feb 18, 2026 |
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| Action and State Classification | 2 | 1 | Feb 18, 2026 |
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| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 |
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| Novel Facial Expression Synthesis | 2 | 1 | Feb 18, 2026 |
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| Temporal Activity Localization | 2 | 3 | Feb 25, 2026 |
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| Microstructural boundary reconstruction | 2 | 1 | Mar 6, 2026 |
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| Communication Success | 2 | 1 | Feb 18, 2026 |
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| Multi-label chest disease diagnosis | 2 | 1 | Feb 18, 2026 |
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| Text misalignment heatmap prediction | 2 | 1 | Feb 18, 2026 |
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| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
|---|