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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 |
|---|---|---|---|---|
| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 | |
| Depth-Learning Rate scaling analysis | 3 | 1 | Feb 20, 2026 | |
| Multi-granularity Referring Expression Segmentation | 3 | 2 | May 20, 2026 | |
| Few-shot Novel View Synthesis | 3 | 3 | Jun 23, 2026 | |
| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 | |
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 | |
| Box Detection | 3 | 1 | Mar 31, 2026 | |
| Speculative Sampling | 3 | 1 | Mar 31, 2026 | |
| Data-to-text evaluation |
| 3 |
| 4 |
| May 13, 2026 |
| GPS Trajectory Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| CT Report Generation | 3 | 4 | Jun 2, 2026 |
|---|
| Text Summarization Evaluation | 3 | 2 | Feb 18, 2026 |
|---|
| Aerial-Ground Person Re-Identification | 3 | 1 | Feb 18, 2026 |
|---|
| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
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| Protein Conformation Generation | 3 | 1 | Mar 30, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Jet Substructure Classification | 3 | 1 | Jun 16, 2026 |
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| Toxicity Reduction | 3 | 3 | May 28, 2026 |
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| Conformer ensemble generation | 3 | 1 | Feb 25, 2026 |
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| Online Interactive Bimanual Skill Adaptation | 3 | 1 | Mar 30, 2026 |
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| ADHD Classification | 3 | 3 | Jun 2, 2026 |
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| Wasserstein distance error bound estimation | 3 | 1 | Feb 20, 2026 |
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| Semantic 3D instance segmentation | 3 | 3 | Feb 27, 2026 |
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| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 |
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| Radar-to-Radar Place Recognition | 3 | 1 | Mar 30, 2026 |
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