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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 |
|---|---|---|---|---|
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| Human Correlation Analysis for Text-to-Image Synthesis | 4 | 1 | Feb 18, 2026 | |
| Multilingual code summarization | 4 | 1 | Feb 27, 2026 | |
| Online adaptation recovery | 4 | 1 | Mar 31, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Image-text-to-text retrieval | 4 | 3 | Feb 19, 2026 | |
| Image Anomaly Detection | 4 | 5 | May 27, 2026 | |
| Temporal Angle Extraction |
| 4 |
| 1 |
| Feb 18, 2026 |
| Central Retinal Equivalent (CRE) Extraction | 4 | 1 | Feb 18, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Vascular Density Extraction | 4 | 1 | Feb 18, 2026 |
|---|
| Outlier-aware Object Detection | 4 | 2 | Mar 10, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| Query Rewriting | 4 | 4 | Jun 15, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Image Demosaicking | 4 | 3 | Feb 20, 2026 |
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| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Prompt Harmfulness Classification | 4 | 7 | Jul 8, 2026 |
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| Controllable Generation | 4 | 3 | Jun 8, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
|---|