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 |
|---|---|---|---|---|
| Abductive Explanation Generation | 32 | 2 | Jun 11, 2026 | |
| Model Calibration | 32 | 30 | Jul 3, 2026 | |
| Exemplar-Free Class-Incremental Learning | 32 | 7 | Jun 26, 2026 | |
| Audio Super-Resolution | 32 | 10 | May 7, 2026 | |
| Locomotion Control | 32 | 10 | May 18, 2026 | |
| Robot Pose Estimation | 32 | 6 | Apr 16, 2026 | |
| Depression Detection | 32 | 26 | Jul 8, 2026 | |
| SOH estimation | 32 | 3 | Jun 2, 2026 | |
| Whole Slide Image classification |
| 32 |
| 29 |
| Jul 3, 2026 |
| Scene Generation | 32 | 17 | Jun 9, 2026 |
|---|
| Self-Reenactment | 32 | 20 | Jun 5, 2026 |
|---|
| Prompt Optimization | 32 | 13 | Jun 24, 2026 |
|---|
| Scanpath Prediction | 32 | 12 | Jul 3, 2026 |
|---|
| Contextual Bandit | 32 | 5 | May 12, 2026 |
|---|
| Text Rendering | 32 | 22 | Jun 17, 2026 |
|---|
| Few-shot Action Recognition | 32 | 8 | May 28, 2026 |
|---|
| Point Cloud Compression | 32 | 9 | May 19, 2026 |
|---|
| Legal Reasoning | 32 | 26 | Jun 30, 2026 |
|---|
| Alzheimer's disease classification | 32 | 17 | Jun 15, 2026 |
|---|
| Open World Object Detection | 32 | 10 | Jul 7, 2026 |
|---|
| Temporal action segmentation | 32 | 31 | Jun 23, 2026 |
|---|
| Predicate Classification | 32 | 33 | Jul 3, 2026 |
|---|
| Novel Class Discovery | 32 | 14 | Jul 7, 2026 |
|---|
| Table Retrieval | 31 | 8 | May 20, 2026 |
|---|
| Cross-Domain Image Retrieval | 31 | 5 | Apr 9, 2026 |
|---|