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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 |
|---|---|---|---|---|
| Taxonomic Open Set Classification | 2 | 2 | May 29, 2026 | |
| Canonical Text Recognition | 2 | 1 | Feb 25, 2026 | |
| 8x Super-resolution | 2 | 2 | Feb 18, 2026 | |
| Hand Manipulation Sequence Generation | 2 | 1 | Mar 4, 2026 | |
| 3D Hair Reconstruction | 2 | 1 | Feb 18, 2026 | |
| Human Action Synthesis | 2 | 1 | Feb 18, 2026 | |
| eight-label knee injury prediction | 2 | 1 | Feb 25, 2026 | |
| Natural Language Tracking | 2 | 1 | Feb 18, 2026 | |
| Image Quality Estimation |
| 2 |
| 2 |
| Feb 18, 2026 |
| Iterative Vision-and-Language Navigation | 2 | 2 | Feb 21, 2026 |
|---|
| Instance Matching | 2 | 1 | Feb 18, 2026 |
|---|
| End-to-end multi-object relocalization and reconstruction | 2 | 1 | Feb 18, 2026 |
|---|
| Human evaluation of garment reconstruction | 2 | 1 | Feb 25, 2026 |
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| Bounding-box alignment | 2 | 1 | Feb 25, 2026 |
|---|
| Paint Bucket Colorization | 2 | 1 | Feb 18, 2026 |
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| Momentary Observation Trajectory Prediction | 2 | 1 | Feb 18, 2026 |
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| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 |
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| Compressive Sensing Recovery | 2 | 6 | May 12, 2026 |
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| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
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| Human attention prediction | 2 | 1 | Feb 18, 2026 |
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| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 |
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| Head-pose trajectory prediction | 2 | 1 | Feb 18, 2026 |
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| Predicting Hierarchical Relationships | 2 | 1 | Feb 18, 2026 |
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| Scene type classification | 2 | 2 | Apr 6, 2026 |
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| Task Affinity Prediction | 2 | 1 | Feb 18, 2026 |
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