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 |
|---|---|---|---|---|
| Website Fingerprinting | 36 | 9 | Jun 24, 2026 | |
| Video Instance Segmentation | 36 | 76 | Jul 2, 2026 | |
| Table Detection | 36 | 9 | Feb 25, 2026 | |
| Industrial Anomaly Detection | 36 | 13 | Jul 7, 2026 | |
| Multi-view Depth Estimation | 36 | 17 | Jul 3, 2026 | |
| Motion forecasting | 36 | 29 | Jun 26, 2026 | |
| Synthetic Tabular Data Generation | 36 | 8 | Jun 30, 2026 | |
| Retrosynthesis | 36 | 32 | Jul 9, 2026 | |
| Attribute Classification | 36 | 20 |
| Jul 2, 2026 |
| Jailbreak Robustness | 36 | 24 | Jul 7, 2026 |
|---|
| Energy Prediction | 36 | 13 | Jul 3, 2026 |
|---|
| Text-to-Video | 36 | 29 | Jul 7, 2026 |
|---|
| General Visual Question Answering | 36 | 20 | Jul 7, 2026 |
|---|
| Physical Reasoning | 36 | 32 | Jun 30, 2026 |
|---|
| Target Speaker Extraction | 36 | 18 | Jul 8, 2026 |
|---|
| Abstract Reasoning | 36 | 21 | Jul 1, 2026 |
|---|
| Pose Tracking | 36 | 17 | Jun 23, 2026 |
|---|
| Low-light enhancement | 36 | 27 | Jun 16, 2026 |
|---|
| Shape classification | 36 | 45 | Jun 18, 2026 |
|---|
| Diabetic Retinopathy Grading | 36 | 11 | May 12, 2026 |
|---|
| Humanoid Locomotion | 36 | 13 | Jun 4, 2026 |
|---|
| Logistic Regression | 36 | 12 | Jul 7, 2026 |
|---|
| Short-term forecasting | 36 | 41 | Jun 26, 2026 |
|---|
| Point Cloud Quality Assessment | 36 | 11 | Apr 21, 2026 |
|---|
| Crack Segmentation | 35 | 13 | Jun 23, 2026 |
|---|