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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 |
|---|---|---|---|---|
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Population Growth Modeling | 3 | 1 | Feb 21, 2026 | |
| Surgical Outcome Prediction | 3 | 2 | Feb 21, 2026 | |
| Bayesian Inverse Problem | 3 | 2 | May 29, 2026 | |
| Music Note Analysis | 3 | 2 | Feb 18, 2026 | |
| Motion Composition | 3 | 1 | Apr 1, 2026 | |
| nICP estimation | 3 | 1 | Feb 21, 2026 | |
| Explanation faithfulness evaluation | 3 | 2 | Jul 8, 2026 | |
| 3D Point Cloud Reconstruction |
| 3 |
| 2 |
| Feb 20, 2026 |
| Explaining event-based TGNNs | 3 | 2 | May 20, 2026 |
|---|
| Unsafe image generation | 3 | 1 | Mar 31, 2026 |
|---|
| Counting Visual Question Answering | 3 | 2 | Mar 16, 2026 |
|---|
| Dataset Comparison | 3 | 2 | Feb 18, 2026 |
|---|
| Wikipedia Abstract Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Debugging | 3 | 3 | Jun 18, 2026 |
|---|
| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Syntactic Parsing | 3 | 2 | Feb 18, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Tire Force Estimation | 3 | 1 | Feb 21, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
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| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
|---|