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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 |
|---|---|---|---|---|
| High-level instruction execution | 2 | 1 | Mar 24, 2026 | |
| Cross-lingual Entity Alignment | 2 | 1 | Mar 24, 2026 | |
| Component-level attribution | 2 | 1 | Mar 23, 2026 | |
| test allocation | 2 | 1 | Mar 23, 2026 | |
| Matrix Game | 2 | 1 | Mar 23, 2026 | |
| Threat Classification | 2 | 1 | Mar 23, 2026 | |
| Volumetric Data Reconstruction | 2 | 2 | Apr 21, 2026 | |
| Causal Generative Modeling | 2 | 1 | Mar 23, 2026 | |
| Unsupervised video summarization | 2 | 1 | Feb 18, 2026 | |
| Structured Pathology Report Prediction |
| 2 |
| 1 |
| Mar 23, 2026 |
| Eczema vs Psoriasis Classification | 2 | 1 | Feb 20, 2026 |
|---|
| Pixel Localization | 2 | 1 | Mar 23, 2026 |
|---|
| Malignant Lesion Detection | 2 | 1 | Feb 20, 2026 |
|---|
| Machine Translation Error Detection | 2 | 1 | Mar 23, 2026 |
|---|
| 3-DoF Camera Pose Estimation | 2 | 1 | Feb 18, 2026 |
|---|
| Autoformalization and Proving | 2 | 1 | Mar 23, 2026 |
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| Dataset Retrieval | 2 | 1 | Mar 23, 2026 |
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| Statement generation | 2 | 1 | Mar 23, 2026 |
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| Location and orientation estimation | 2 | 5 | Jun 11, 2026 |
|---|
| Image Quality Description | 2 | 1 | Feb 20, 2026 |
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| Nash Equilibrium gap minimization | 2 | 1 | Mar 31, 2026 |
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| Multi-class text classification | 2 | 1 | Mar 24, 2026 |
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| Multimodal Information Extraction | 2 | 1 | Mar 24, 2026 |
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| Diabetic Retinopathy Diagnosis | 2 | 1 | Feb 18, 2026 |
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| Explicit Content Erasure | 2 | 2 | Jun 2, 2026 |
|---|