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 |
|---|---|---|---|---|
| Incomplete Multi-view Multi-label Class Incremental Learning | 3 | 1 | Feb 21, 2026 | |
| Camera Parameter Estimation and Novel View Synthesis | 3 | 1 | Feb 18, 2026 | |
| Spin Classification | 3 | 1 | Mar 31, 2026 | |
| Gaussian Process Regression | 3 | 3 | May 1, 2026 | |
| BN Tracking | 3 | 1 | Feb 18, 2026 | |
| BN and Rotation Tracking | 3 | 1 | Feb 18, 2026 | |
| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 | |
| Actionable Counterfactual Generation | 3 | 1 | Feb 21, 2026 | |
| Horizon Line Estimation |
| 3 |
| 1 |
| Feb 18, 2026 |
| Congestion prediction | 3 | 2 | Feb 18, 2026 |
|---|
| Stroke detection | 3 | 2 | Apr 7, 2026 |
|---|
| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
|---|
| Box Detection | 3 | 1 | Mar 31, 2026 |
|---|
| Error Identification | 3 | 3 | Mar 31, 2026 |
|---|
| iEEG neural decoding | 3 | 1 | Feb 21, 2026 |
|---|
| Velocity decoding | 3 | 1 | Feb 21, 2026 |
|---|
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
|---|
| PDDL Planning | 3 | 1 | Feb 18, 2026 |
|---|
| Token Level Quality Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Tropical Cyclone track and intensity forecasting | 3 | 1 | Apr 1, 2026 |
|---|
| Targeted Failure Generation | 3 | 1 | Feb 21, 2026 |
|---|
| Inclination Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 |
|---|
| MLaaS Service Selection | 3 | 1 | Feb 21, 2026 |
|---|
| Synthetic sample generation | 3 | 1 | Feb 21, 2026 |
|---|