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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 |
|---|---|---|---|---|
| VAE Reconstruction | 1 | 1 | Jun 23, 2026 | |
| RADAR-Camera Rotational Calibration | 1 | 1 | Feb 20, 2026 | |
| Line Description | 1 | 1 | Feb 18, 2026 | |
| 3D Teeth Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Daytime Haze Removal | 1 | 1 | Feb 20, 2026 | |
| Generalized Few-Shot Image Classification | 1 | 1 | Feb 18, 2026 | |
| Cell morphology classification | 1 | 1 | Feb 21, 2026 | |
| 20-way 1-shot Classification | 1 | 4 | Feb 22, 2026 | |
| Sound Speed Field Reconstruction |
| 1 |
| 1 |
| Feb 21, 2026 |
| Sketch-to-Video Animation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Motif Detection | 1 | 1 | Feb 27, 2026 |
|---|
| Ordered Pixel-by-Pixel Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Lane Marking Detection | 1 | 1 | Feb 18, 2026 |
|---|
| 5-Shot 5-Way Classification | 1 | 3 | Feb 18, 2026 |
|---|
| Multi-Motif Counting | 1 | 1 | Feb 27, 2026 |
|---|
| Monocular 3D Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Fire Damage Classification | 1 | 1 | Feb 21, 2026 |
|---|
| Multi-task Learning (Segmentation, Part Segmentation, Disparity) | 1 | 1 | Feb 21, 2026 |
|---|
| Multi-task Learning (40 facial attribute classification) | 1 | 1 | Feb 21, 2026 |
|---|
| Low-level Visual Reasoning | 1 | 1 | Feb 21, 2026 |
|---|
| General Robustness and Detection Evaluation | 1 | 1 | Feb 21, 2026 |
|---|
| Subset Forgetting | 1 | 1 | Feb 21, 2026 |
|---|
| Winograd Numerical Stability Improvement | 1 | 1 | Feb 21, 2026 |
|---|
| Controllable Multi-view Video Generation | 1 | 1 | Feb 18, 2026 |
|---|
| INT8 Winograd Convolution | 1 | 1 | Feb 21, 2026 |
|---|