Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Multi-stain histopathology registration | 1 | 1 | Feb 20, 2026 | |
| Forgery Classification | 1 | 1 | Feb 20, 2026 | |
| Drivable Region Segmentation | 1 | 1 | Feb 18, 2026 | |
| Per-detection Classification | 1 | 1 | Feb 20, 2026 | |
| Aggregated Classification | 1 | 1 | Feb 20, 2026 | |
| Plot-to-table translation | 1 | 1 | Feb 18, 2026 | |
| Instance Description | 1 | 1 | Feb 20, 2026 | |
| Nail disease classification | 1 | 1 | Feb 19, 2026 | |
| Adversarial Attack Success Detection |
| 1 |
| 1 |
| May 7, 2026 |
| Multi-Target Partial Domain Adaptation | 1 | 1 | Feb 18, 2026 |
|---|
| Albedo Editing | 1 | 1 | May 7, 2026 |
|---|
| Occupancy Forecasting | 1 | 1 | Feb 20, 2026 |
|---|
| Unsupervised Object-Based Transition Modeling | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Object Captioning (Untargeted Attack) | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Object Captioning (Targeted Attack) | 1 | 1 | Feb 20, 2026 |
|---|
| Street Name Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Motion In-filling | 1 | 2 | Feb 18, 2026 |
|---|
| Dual-pixel Defocus Deblurring | 1 | 1 | Feb 18, 2026 |
|---|
| 2D cardiac MRI registration | 1 | 1 | Feb 20, 2026 |
|---|
| Open-set Segmentation | 1 | 2 | Feb 20, 2026 |
|---|
| Video Hallucination Assessment | 1 | 2 | May 12, 2026 |
|---|
| Multimodal Perception and Grounding | 1 | 1 | Feb 20, 2026 |
|---|
| Compositional Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Rotational Symmetry Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Attribute Clustering | 1 | 1 | Feb 18, 2026 |
|---|