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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| SQL Semantic Validation | 3 | 1 | Feb 21, 2026 | |
| PDDL Planning | 3 | 1 | Feb 18, 2026 | |
| Token Level Quality Estimation | 3 | 1 | Feb 18, 2026 | |
| Synthetic sample generation | 3 | 1 | Feb 21, 2026 | |
| Multilinguality | 3 | 3 | Apr 13, 2026 | |
| Downstream causality-based recommendation | 3 | 1 | Feb 18, 2026 | |
| Propensity Score Estimation | 3 | 1 | Feb 18, 2026 | |
| Exposure Estimation | 3 | 1 | Feb 18, 2026 | |
| Car Counting | 3 | 5 | Feb 18, 2026 | |
| Solving Navier-Stokes equation |
| 3 |
| 2 |
| Jun 19, 2026 |
| Intelligence Regression | 3 | 2 | Apr 7, 2026 |
|---|
| Error Identification | 3 | 3 | Mar 31, 2026 |
|---|
| Object Interactions | 3 | 1 | Feb 18, 2026 |
|---|
| Spatial Composition | 3 | 1 | Feb 18, 2026 |
|---|
| Velocity decoding | 3 | 1 | Feb 21, 2026 |
|---|
| Molecule Editing | 3 | 3 | Jun 23, 2026 |
|---|
| Inclination Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Stroke detection | 3 | 2 | Apr 7, 2026 |
|---|
| Incomplete Multi-view Multi-label Class Incremental Learning | 3 | 1 | Feb 21, 2026 |
|---|
| Text-to-Music Retrieval | 3 | 3 | Feb 21, 2026 |
|---|
| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Actionable Counterfactual Generation | 3 | 1 | Feb 21, 2026 |
|---|
| Open-set Panoptic Segmentation | 3 | 1 | Feb 18, 2026 |
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| Multi-objective Knapsack Problem | 3 | 3 | May 25, 2026 |
|---|