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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 |
|---|---|---|---|---|
| Lung Cancer Malignancy Classification | 2 | 1 | Feb 19, 2026 | |
| Curvilinear Structure Segmentation | 2 | 1 | Feb 19, 2026 | |
| Wrong Result (WR) Detection | 2 | 1 | Mar 24, 2026 | |
| Lipreading (Phrases) | 2 | 1 | Feb 18, 2026 | |
| Text-to-image upsampling | 2 | 1 | Feb 19, 2026 | |
| Sound Speed Profile (SSP) Estimation | 2 | 1 | Mar 24, 2026 | |
| Unprotected Transaction (UT) Detection | 2 | 1 | Mar 24, 2026 | |
| Lipreading (Words) | 2 | 1 | Feb 18, 2026 | |
| Path Finding |
| 2 |
| 1 |
| Feb 27, 2026 |
| Arithmetic Planning | 2 | 2 | Jun 9, 2026 |
|---|
| Stitching prediction | 2 | 1 | Feb 19, 2026 |
|---|
| Sewing Pattern Panel Quality Estimation | 2 | 1 | Feb 19, 2026 |
|---|
| 3D Volume Reconstruction | 2 | 1 | Mar 24, 2026 |
|---|
| Generalized Zero-Shot Instance Segmentation | 2 | 2 | Feb 18, 2026 |
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| Artistic Image Retrieval | 2 | 1 | Feb 19, 2026 |
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| Material Extraction | 2 | 1 | Feb 20, 2026 |
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| TP | 2 | 1 | Feb 19, 2026 |
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| Scene Localization | 2 | 1 | Mar 24, 2026 |
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| Real-robot grasping | 2 | 1 | Feb 19, 2026 |
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| Biochemical recurrence prediction | 2 | 2 | Jun 9, 2026 |
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| Phoneme Decoding | 2 | 2 | Apr 21, 2026 |
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| Video Human Pose Estimation | 2 | 1 | Mar 24, 2026 |
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| Next check-in prediction | 2 | 1 | Mar 24, 2026 |
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| NMR spectral simulation | 2 | 1 | Mar 24, 2026 |
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| Time-series Evaluation | 2 | 1 | Jun 16, 2026 |
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