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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 |
|---|---|---|---|---|
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Poisoning Attack Control | 3 | 1 | Feb 21, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| ACOS | 3 | 1 | Feb 18, 2026 | |
| Bias Measurement | 3 | 6 | Mar 31, 2026 | |
| Compositionality Evaluation | 3 | 1 | Feb 18, 2026 | |
| Solve Rate | 3 | 1 | Feb 21, 2026 | |
| Targeted Failure Generation | 3 | 1 | Feb 21, 2026 | |
| Reverse Classification Accuracy Correlation | 3 |
| 1 |
| Mar 31, 2026 |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Standard OOD Detection | 3 | 1 | Feb 21, 2026 |
|---|
| Matrix Orthogonalization | 3 | 1 | Feb 21, 2026 |
|---|
| Weakly Supervised Grounding | 3 | 1 | Feb 18, 2026 |
|---|
| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
|---|
| Gaussian Process Regression | 3 | 3 | May 1, 2026 |
|---|
| Stroke detection | 3 | 2 | Apr 7, 2026 |
|---|
| Incomplete Multi-view Multi-label Class Incremental Learning | 3 | 1 | Feb 21, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
|---|
| MLA Decode | 3 | 1 | Feb 21, 2026 |
|---|
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
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| Person's Activity | 3 | 1 | Feb 18, 2026 |
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| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 |
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| Synthetic sample generation | 3 | 1 | Feb 21, 2026 |
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| Audio Cover Song Identification | 3 | 1 | Feb 18, 2026 |
|---|