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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 |
|---|---|---|---|---|
| Image-text-to-text retrieval | 4 | 3 | Feb 19, 2026 | |
| Central Retinal Equivalent (CRE) Extraction | 4 | 1 | Feb 18, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Vascular Density Extraction | 4 | 1 | Feb 18, 2026 | |
| Outlier-aware Object Detection | 4 | 2 | Mar 10, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| Deformable object simulation |
| 4 |
| 1 |
| Feb 21, 2026 |
| Image Anomaly Detection | 4 | 5 | May 27, 2026 |
|---|
| Query Rewriting | 4 | 4 | Jun 15, 2026 |
|---|
| Image Demosaicking | 4 | 3 | Feb 20, 2026 |
|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
|---|
| Reaction-diffusion PINN | 4 | 1 | Jul 9, 2026 |
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| Binding Affinity | 4 | 1 | Mar 31, 2026 |
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| Controllable Generation | 4 | 3 | Jun 8, 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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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| Link Classification | 4 | 4 | Jun 2, 2026 |
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| Open-set selective classification | 4 | 1 | Feb 18, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| Logical table structure recognition | 4 | 2 | Feb 18, 2026 |
|---|