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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 |
|---|---|---|---|---|
| Spoofing Region Localization | 2 | 1 | Feb 21, 2026 | |
| Text-to-Humanoid Motion Generation | 2 | 1 | Feb 21, 2026 | |
| Spatial Transcription | 2 | 1 | Feb 21, 2026 | |
| Image Descattering | 2 | 1 | Feb 18, 2026 | |
| Blind Image Restoration | 2 | 1 | Feb 20, 2026 | |
| Audio Localization | 2 | 1 | Feb 21, 2026 | |
| Targeted Spatial Understanding | 2 | 1 | Feb 21, 2026 | |
| Semantic information-guided grasping generation | 2 | 1 | Feb 21, 2026 | |
| Video Geometric Consistency (Deformation) |
| 2 |
| 1 |
| Feb 20, 2026 |
| Geometric Alignment | 2 | 2 | Jun 9, 2026 |
|---|
| triplet odd-one-out | 2 | 2 | Apr 16, 2026 |
|---|
| Ordinal Consistency Evaluation | 2 | 1 | Feb 21, 2026 |
|---|
| Embodied Referring Expression Comprehension | 2 | 1 | Feb 21, 2026 |
|---|
| Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 |
|---|
| Tile classification | 2 | 1 | Feb 20, 2026 |
|---|
| Simultaneous Multi-UAV Navigation and Collision Avoidance | 2 | 1 | Feb 21, 2026 |
|---|
| Event-based Image Retrieval | 2 | 1 | Feb 20, 2026 |
|---|
| CAD classification | 2 | 1 | Feb 21, 2026 |
|---|
| 2D-3D Lifting | 2 | 1 | Feb 18, 2026 |
|---|
| Document Recognition | 2 | 2 | Mar 17, 2026 |
|---|
| Face Matching (Sketch-to-Photo) | 2 | 2 | Jun 11, 2026 |
|---|
| Aortic Stenosis Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Lane Tracking | 2 | 2 | Apr 28, 2026 |
|---|
| Extrinsic Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 |
|---|
| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
|---|