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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 |
|---|---|---|---|---|
| CVS Assessment | 1 | 1 | Feb 18, 2026 | |
| Few-shot 3D Object Classification (10-way) | 1 | 3 | Feb 18, 2026 | |
| CAM seed generation | 1 | 1 | Feb 18, 2026 | |
| 2D Detection | 1 | 1 | Feb 18, 2026 | |
| Visually-rich Information Extraction | 1 | 2 | May 27, 2026 | |
| Image Semantic Editing | 1 | 2 | Feb 18, 2026 | |
| 4x Super-resolution (Bicubic) | 1 | 1 | Feb 18, 2026 | |
| Pairwise Camera Pose Estimation | 1 | 1 | Feb 18, 2026 | |
| Deblurring (Anisotropic Gaussian) |
| 1 |
| 1 |
| Feb 18, 2026 |
| Single-view mesh reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Noisy 4x Super-resolution (Bicubic kernel) | 1 | 1 | Feb 18, 2026 |
|---|
| Noisy Anisotropic Gaussian Deblurring | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Sketch goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-camera multi-target tracking | 1 | 1 | Feb 18, 2026 |
|---|
| RGB-to-LWIR translation | 1 | 1 | Feb 18, 2026 |
|---|
| BRDF Parameter Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Ablation Study (BCM Module) | 1 | 1 | Feb 18, 2026 |
|---|
| Spherical Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Hand pose accuracy in HOI reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Cosmic Ray Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Animal Pose Lifting | 1 | 1 | Feb 27, 2026 |
|---|
| Fine-Grained Anomaly Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Satellite Time-Series Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Human-Object Interaction Lifting | 1 | 1 | Feb 27, 2026 |
|---|
| Grouped-Query Attention (GQA) | 1 | 1 | Feb 18, 2026 |
|---|