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 |
|---|---|---|---|---|
| Zero-shot Semantic Segmentation | 3 | 2 | Feb 18, 2026 | |
| Cardiac ultrasound segmentation | 3 | 4 | Apr 23, 2026 | |
| Comprehensive Evaluation | 3 | 3 | May 28, 2026 | |
| Street View Synthesis | 3 | 2 | Jun 2, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 | |
| Event Video Retrieval | 3 | 5 | Feb 18, 2026 | |
| Mono-temporal Cloud Removal | 3 | 1 | Feb 18, 2026 | |
| Feature Importance Assessment |
| 3 |
| 1 |
| Feb 18, 2026 |
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Color Classification | 3 | 3 | Feb 21, 2026 |
|---|
| Semantic label propagation | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-target tracking | 3 | 6 | May 21, 2026 |
|---|
| Ejection Fraction Estimation | 3 | 3 | Jun 23, 2026 |
|---|
| Dynamic Human Body Modeling | 3 | 1 | Feb 18, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|
| Visually-assisted audio denoising | 3 | 1 | Feb 18, 2026 |
|---|
| Audio-visual Zero-Shot Classification | 3 | 4 | Feb 27, 2026 |
|---|
| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|
| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
|---|
| Shape Recovery | 3 | 3 | May 14, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
|---|