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 |
|---|---|---|---|---|
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 | |
| Hyper-relational Inductive Link Prediction | 4 | 1 | Feb 18, 2026 | |
| Dense Out-of-Distribution Detection | 4 | 1 | Feb 18, 2026 | |
| Narrative Generation | 4 | 4 | May 12, 2026 | |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 | |
| 3D Completeness | 4 | 2 | May 13, 2026 | |
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 | |
| Conditional-independence (belief sufficiency) testing | 4 | 1 | Feb 18, 2026 | |
| Composite Interception |
| 4 |
| 1 |
| Mar 31, 2026 |
| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
|---|
| Monotone Choice Probabilities | 4 | 1 | Feb 18, 2026 |
|---|
| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
|---|
| End-to-end task-oriented dialogue | 4 | 13 | Jun 9, 2026 |
|---|
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
|---|
| Web Navigation Question Answering | 4 | 9 | Jun 11, 2026 |
|---|
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
|---|
| Protein Prediction | 4 | 1 | Feb 21, 2026 |
|---|
| Goal-driven navigation | 4 | 2 | Mar 12, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
|---|
| Synthetic Aperture Imaging | 4 | 1 | Feb 18, 2026 |
|---|
| LTL-guided Reinforcement Learning | 4 | 1 | Feb 27, 2026 |
|---|
| Synthesis Operation Prediction | 4 | 1 | Feb 27, 2026 |
|---|
| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
|---|
| PDE Forward Problem | 4 | 1 | Feb 21, 2026 |
|---|
| General AI Assistant | 4 | 5 | Jun 5, 2026 |
|---|