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 |
|---|---|---|---|---|
| Token-Level Anomaly Detection | 3 | 1 | Feb 19, 2026 | |
| Document-Level Anomaly Detection | 3 | 1 | Feb 19, 2026 | |
| Image Caption Evaluation | 3 | 1 | Feb 18, 2026 | |
| Hyperbole Detection | 3 | 2 | Feb 18, 2026 | |
| Inbox Sorting | 3 | 1 | Feb 19, 2026 | |
| Outer Wall Segmentation | 2 | 1 | Mar 27, 2026 | |
| Monocular Dynamic 3D Reconstruction | 2 | 1 | Mar 27, 2026 | |
| Geo-time Aware Image Retrieval | 2 | 1 | Mar 27, 2026 | |
| MCQ medical diagnostic reasoning |
| 2 |
| 1 |
| Mar 27, 2026 |
| Lookalike Detection | 2 | 1 | Mar 27, 2026 |
|---|
| Multi-answer Machine Reading Comprehension | 2 | 1 | Feb 18, 2026 |
|---|
| Dimensional Aspect-Based Sentiment Analysis | 2 | 1 | Mar 27, 2026 |
|---|
| Vessel Caliber Standard Deviation Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| First stage retrieval | 2 | 2 | Jun 2, 2026 |
|---|
| Semantic Attribution | 2 | 1 | Mar 27, 2026 |
|---|
| Multilingual Translation | 2 | 2 | Apr 20, 2026 |
|---|
| Context assisted image captioning | 2 | 1 | Feb 18, 2026 |
|---|
| Scanpath evaluation | 2 | 1 | Mar 27, 2026 |
|---|
| Median Tortuosity Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Translation Suggestion | 2 | 1 | Feb 18, 2026 |
|---|
| 2D-to-3D Open-Vocabulary Segmentation | 2 | 1 | Mar 27, 2026 |
|---|
| Secure LLM Agent Task Completion | 2 | 2 | Jun 9, 2026 |
|---|
| 3D scene restoration | 2 | 1 | Mar 27, 2026 |
|---|
| Median Curvature Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Drug distribution property prediction | 2 | 1 | Mar 27, 2026 |
|---|