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 |
|---|---|---|---|---|
| Visual Question Answering (Multiple-choice) | 4 | 10 | Feb 27, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Face Retouching | 4 | 1 | Mar 4, 2026 | |
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 | |
| Active Pose Tracking | 4 | 1 | Mar 10, 2026 | |
| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| Facial Attribute Classification | 4 | 19 | Feb 22, 2026 | |
| 3D wireframe reconstruction |
| 4 |
| 3 |
| Apr 6, 2026 |
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
|---|
| Unsupervised Foreground Extraction | 4 | 1 | Feb 18, 2026 |
|---|
| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
|---|
| UI understanding | 4 | 2 | Feb 18, 2026 |
|---|
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
|---|
| Picture quality prediction | 4 | 2 | Feb 22, 2026 |
|---|
| Human Motion Recognition | 4 | 2 | Mar 4, 2026 |
|---|
| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
|---|
| Object size area estimation | 4 | 1 | Mar 4, 2026 |
|---|
| Concept Annotation | 4 | 2 | May 15, 2026 |
|---|
| Song identification | 4 | 1 | Feb 27, 2026 |
|---|
| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Artifact Localization | 4 | 1 | Feb 25, 2026 |
|---|
| Part Detection | 4 | 1 | Feb 18, 2026 |
|---|
| Defect localization | 4 | 3 | Apr 23, 2026 |
|---|
| 3D Human Motion Generation | 4 | 7 | Feb 20, 2026 |
|---|