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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 |
|---|---|---|---|---|
| Canonical Text Recognition | 2 | 1 | Feb 25, 2026 | |
| Unexpected Obstacle Detection | 2 | 1 | Feb 18, 2026 | |
| 3D Object Pose Estimation | 2 | 2 | Feb 18, 2026 | |
| eight-label knee injury prediction | 2 | 1 | Feb 25, 2026 | |
| 2D-3D Matching | 2 | 1 | Feb 18, 2026 | |
| Video-to-shop retrieval | 2 | 1 | Feb 18, 2026 | |
| Global Place Recognition | 2 | 3 | Feb 20, 2026 | |
| Weakly-supervised Action Segmentation | 2 | 2 | Feb 18, 2026 | |
| Bounding-box alignment |
| 2 |
| 1 |
| Feb 25, 2026 |
| Single Image Reflection Removal (Reflection Recovery) | 2 | 3 | Feb 18, 2026 |
|---|
| Fine-grained Detection | 2 | 1 | Mar 4, 2026 |
|---|
| Pubic Symphysis Segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Human evaluation of garment reconstruction | 2 | 1 | Feb 25, 2026 |
|---|
| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Pap Smear Image Classification | 2 | 1 | Feb 18, 2026 |
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| 3D Whole-body Human Pose and Shape Estimation | 2 | 3 | Apr 21, 2026 |
|---|
| Expressive Human Pose and Shape Estimation | 2 | 2 | Feb 18, 2026 |
|---|
| RGB+Thermal Tracking | 2 | 1 | Feb 18, 2026 |
|---|
| 3D co-speech gesture generation | 2 | 1 | Feb 18, 2026 |
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| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 |
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| Multi-view Illusion Generation | 2 | 1 | Feb 18, 2026 |
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| Pose Control | 2 | 2 | Mar 5, 2026 |
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| 3D pose transferring | 2 | 1 | Feb 18, 2026 |
|---|
| Unsupervised image annotation | 2 | 1 | Feb 27, 2026 |
|---|