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 |
|---|---|---|---|---|
| PU learning | 6 | 1 | Feb 18, 2026 | |
| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 | |
| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Stochastic Optimization | 6 | 3 | Jun 26, 2026 | |
| Particle picking | 6 | 2 | Apr 21, 2026 | |
| Maximum Common Edge Subgraph (MCES) Similarity Estimation | 6 | 1 | Feb 18, 2026 | |
| Maximum Common Connected Subgraph (MCCS) Similarity Estimation | 6 | 1 | Feb 18, 2026 | |
| Criteria-conditioned Clustering | 6 | 1 | Apr 2, 2026 |
| Set function estimation | 6 | 1 | Feb 18, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| 3-class classification | 6 | 6 | Jun 18, 2026 |
|---|
| Interactive Video Segmentation | 6 | 2 | Mar 31, 2026 |
|---|
| Facility Location | 6 | 2 | Feb 22, 2026 |
|---|
| Brain MR Image Synthesis | 6 | 2 | May 7, 2026 |
|---|
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
|---|
| Valence-Arousal Estimation | 6 | 6 | Jul 8, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Multi-exposure Correction | 6 | 2 | Feb 19, 2026 |
|---|
| Class-incremental action recognition | 6 | 1 | Feb 18, 2026 |
|---|
| Denoising Autoencoding | 6 | 1 | Feb 18, 2026 |
|---|
| Proprioceptive State Estimation | 6 | 1 | Apr 1, 2026 |
|---|
| Counterfactual Outcome Estimation | 6 | 3 | Apr 16, 2026 |
|---|
| Robotic Motion Planning | 6 | 2 | Mar 6, 2026 |
|---|
| Video Human Removal | 6 | 1 | Apr 1, 2026 |
|---|