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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 |
|---|---|---|---|---|
| Ischemic stroke lesion segmentation | 4 | 4 | May 22, 2026 | |
| Metaphor Generation | 4 | 1 | Feb 18, 2026 | |
| Hypernymy Detection | 4 | 1 | Feb 18, 2026 | |
| Educational Video Generation | 4 | 2 | May 13, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| System Performance Evaluation | 4 | 3 | Mar 4, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| Tabular Learning | 4 | 5 | Jun 2, 2026 | |
| Aggregate performance evaluation | 4 | 5 | Jun 1, 2026 | |
| Defect localization |
| 4 |
| 3 |
| Apr 23, 2026 |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
|---|
| Population Synthesis | 4 | 4 | Jul 7, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| 3D wireframe reconstruction | 4 | 3 | Apr 6, 2026 |
|---|
| Conditional independence testing | 4 | 2 | Feb 20, 2026 |
|---|
| Chinese Spell Checking | 4 | 2 | Feb 18, 2026 |
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| Emotion intensity ordinal classification | 4 | 1 | Feb 18, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| Ultra-fine Entity Typing | 4 | 6 | Feb 22, 2026 |
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| Aspect-Opinion Extraction | 4 | 1 | Feb 18, 2026 |
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| Triplet extraction | 4 | 1 | Feb 18, 2026 |
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| Ego2exo Frame Retrieval | 4 | 1 | Feb 18, 2026 |
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