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 |
|---|---|---|---|---|
| Flood damage classification | 1 | 1 | Feb 20, 2026 | |
| Object and Attribute Inference | 1 | 1 | Feb 20, 2026 | |
| Meningioma Tissue Classification | 1 | 1 | Feb 18, 2026 | |
| Super-Resolution (x4 scale, BI degradation) | 1 | 1 | Feb 20, 2026 | |
| Super-Resolution (x4 scale, BD degradation) | 1 | 1 | Feb 20, 2026 | |
| Head & Neck Tissue Classification | 1 | 1 | Feb 18, 2026 | |
| Super-Resolution (x8 scale, BI degradation) | 1 | 1 | Feb 20, 2026 | |
| Super-Resolution (x8 scale, BD degradation) | 1 | 1 | Feb 20, 2026 | |
| Video Human Alignment |
| 1 |
| 1 |
| Feb 20, 2026 |
| Label Marginal Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Video Psychological Appealing | 1 | 1 | Feb 20, 2026 |
|---|
| Cycle-consistency Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Ovary Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Extreme Low-light Denoising | 1 | 1 | Feb 18, 2026 |
|---|
| Grounded Diagnosis | 1 | 1 | Feb 20, 2026 |
|---|
| Anatomy Grounding | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-label Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Grape Leaf Disease Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Gallbladder Cancer Detection | 1 | 2 | Feb 18, 2026 |
|---|
| Small bowel segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Gleason Scoring Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Visual-Semantic Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Meme Captioning | 1 | 1 | Feb 20, 2026 |
|---|
| Image Quality Assessment Score Regression | 1 | 2 | Mar 4, 2026 |
|---|
| Nuclear Mitosis Classification | 1 | 1 | Feb 18, 2026 |
|---|