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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 |
|---|---|---|---|---|
| 3D Shape and Layout Prediction | 1 | 1 | Feb 18, 2026 | |
| Generative-based adversarial attack detection | 1 | 1 | Feb 18, 2026 | |
| 3D Object Shape and Layout Prediction | 1 | 1 | Feb 18, 2026 | |
| 3D Character Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Anthropometric measurement estimation | 1 | 1 | Feb 18, 2026 | |
| Region Proposal Generation | 1 | 1 | Feb 18, 2026 | |
| Occluding Boundary Accuracy | 1 | 1 | Feb 18, 2026 | |
| Deep Watermarking | 1 | 2 | Feb 20, 2026 | |
| UAV-UGV Landing |
|---|
| 1 |
| 1 |
| Mar 11, 2026 |
| Single Image Super-Resolution (x4) | 1 | 1 | Feb 18, 2026 |
|---|
| Grasp Pose Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Wildlife Species Classification | 1 | 4 | Feb 18, 2026 |
|---|
| Long-form Egocentric Video Understanding | 1 | 2 | Feb 20, 2026 |
|---|
| Amodal 3D Object Proposal | 1 | 1 | Feb 18, 2026 |
|---|
| Instance-wise Federated Unlearning | 1 | 1 | Feb 18, 2026 |
|---|
| Class-wise Federated Unlearning | 1 | 1 | Feb 18, 2026 |
|---|
| Vector Compactness Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Compressed Sensing Image Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Video Pose Propagation | 1 | 1 | Feb 18, 2026 |
|---|
| Occlusion Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| WSG | 1 | 1 | Feb 18, 2026 |
|---|
| Off-road Freespace Detection | 1 | 2 | Feb 20, 2026 |
|---|
| Nanoparticles distribution prediction | 1 | 1 | Feb 18, 2026 |
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| Facial Conditional Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Conditional Generation (Face ID + Landmark) | 1 | 1 | Feb 18, 2026 |
|---|