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 |
|---|---|---|---|---|
| Future item recommendation | 4 | 1 | Feb 18, 2026 | |
| End-to-end RST parsing | 4 | 1 | Feb 18, 2026 | |
| Group Feature Selection | 4 | 1 | Feb 18, 2026 | |
| Multi-agent task completion | 4 | 2 | Apr 8, 2026 | |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 | |
| Composite Interception | 4 | 1 | Mar 31, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Distributional Prediction | 4 | 3 | Apr 10, 2026 | |
| Prize Collecting Traveling Salesperson Problem | 4 | 2 | Mar 12, 2026 | |
| 4 |
| 1 |
| Mar 31, 2026 |
| scRNA-seq integration | 4 | 1 | Feb 18, 2026 |
|---|
| Video Comment Generation | 4 | 1 | Feb 18, 2026 |
|---|
| Acoustic field modeling | 4 | 2 | Jun 16, 2026 |
|---|
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
|---|
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
|---|
| Logical deduction | 4 | 4 | May 21, 2026 |
|---|
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
|---|
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
|---|
| Article Generation | 4 | 3 | May 19, 2026 |
|---|
| Score-accuracy correlation | 4 | 2 | Feb 18, 2026 |
|---|
| Social Dialogue | 4 | 2 | Feb 19, 2026 |
|---|