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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 |
|---|---|---|---|---|
| Cross-Modal Coarse Visual Localization | 1 | 1 | Feb 27, 2026 | |
| Non-Uniformity Correction | 1 | 1 | Feb 18, 2026 | |
| Class Incremental Panoptic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Vision-to-Touch Retrieval | 1 | 1 | Mar 23, 2026 | |
| Agent Removal | 1 | 1 | Feb 18, 2026 | |
| Global Trajectory Estimation | 1 | 1 | Feb 27, 2026 | |
| Unsupervised Domain Adaptation (Semantic Segmentation) | 1 | 1 | Feb 18, 2026 | |
| Image Upsampling | 1 | 1 | Feb 18, 2026 | |
| Reflection Removal and Upsampling |
| 1 |
| 1 |
| Feb 18, 2026 |
| Sparse View Interpolation | 1 | 1 | Feb 18, 2026 |
|---|
| 1-D Pixel-level Image Classification | 1 | 3 | Feb 25, 2026 |
|---|
| Perpetual view generation | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Bimanual Hand-Object Reconstruction | 1 | 3 | Apr 15, 2026 |
|---|
| Point-of-no-return temporal localization | 1 | 2 | Feb 18, 2026 |
|---|
| Visual Tiling | 1 | 1 | Feb 18, 2026 |
|---|
| State change classification | 1 | 2 | Feb 18, 2026 |
|---|
| Scene Graph Generation (Overall) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Object Tracking (Person) | 1 | 2 | Feb 18, 2026 |
|---|
| 3D Signal Reconstruction from Light Field Images | 1 | 1 | Feb 18, 2026 |
|---|
| Cross-view Image Translation (aerial-to-ground) | 1 | 1 | Feb 18, 2026 |
|---|
| Radiance Decomposition | 1 | 1 | Feb 18, 2026 |
|---|
| Camera-only control video generation | 1 | 1 | Feb 18, 2026 |
|---|
| Open vocabulary image classification | 1 | 1 | Feb 18, 2026 |
|---|
| Few-shot 3D Object Classification (5-way) | 1 | 5 | Feb 18, 2026 |
|---|
| Aerial-to-Ground Image Translation | 1 | 2 | Feb 18, 2026 |
|---|