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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 |
|---|---|---|---|---|
| Inverse Dynamics Modeling | 4 | 2 | Mar 6, 2026 | |
| Bird's-eye view semantic segmentation | 4 | 3 | Jun 23, 2026 | |
| Object Retrieval & Goal Navigation | 4 | 1 | Mar 4, 2026 | |
| Geomagnetic map interpolation | 4 | 1 | Feb 27, 2026 | |
| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Gamma Image Denoising | 4 | 1 | Feb 18, 2026 | |
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 | |
| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Supervised Domain Adaptation |
| 4 |
| 1 |
| Feb 18, 2026 |
| 2D image reconstruction | 4 | 3 | Apr 27, 2026 |
|---|
| Lung Infection Segmentation | 4 | 3 | Apr 14, 2026 |
|---|
| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 |
|---|
| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
|---|
| Surgical skill classification | 4 | 2 | Feb 19, 2026 |
|---|
| Outdoor Pose Estimation | 4 | 3 | Feb 24, 2026 |
|---|
| CNS tumor classification | 4 | 3 | Jul 3, 2026 |
|---|
| Multi-source Unsupervised Domain Adaptation | 4 | 3 | Feb 18, 2026 |
|---|
| 3D Face Alignment | 4 | 3 | Feb 22, 2026 |
|---|
| Top-5 Disease Classification | 4 | 1 | Feb 18, 2026 |
|---|
| Face Retouching | 4 | 1 | Mar 4, 2026 |
|---|
| Binary Real-vs-Synthetic Detection | 4 | 1 | Feb 18, 2026 |
|---|
| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
|---|
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Visual Grounded Reasoning | 4 | 13 | Jun 24, 2026 |
|---|
| Instance Image-Goal Navigation | 4 | 6 | May 20, 2026 |
|---|