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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 |
|---|---|---|---|---|
| ID Classification and OOD Detection | 3 | 1 | Feb 18, 2026 | |
| Bias Field Correction | 3 | 1 | Feb 18, 2026 | |
| Video label propagation | 3 | 2 | Feb 18, 2026 | |
| Detailed Captioning | 3 | 3 | Mar 17, 2026 | |
| Poisson Noise Removal | 3 | 1 | Feb 18, 2026 | |
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 | |
| Similarity Confidence | 3 | 1 | Mar 4, 2026 | |
| Grounded captioning | 3 | 3 | Jun 4, 2026 | |
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 | |
| Spatial-Temporal Reasoning |
|---|
| 3 |
| 1 |
| Mar 4, 2026 |
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
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| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|
| Visual Adaptation | 3 | 2 | Jun 24, 2026 |
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| Chart Information Extraction | 3 | 1 | Feb 18, 2026 |
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| Domain Adaptation Image Classification | 3 | 2 | Feb 22, 2026 |
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| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
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| Action Sequence Generation | 3 | 4 | Feb 21, 2026 |
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| Low-Dose CT Image Denoising | 3 | 2 | Feb 18, 2026 |
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| Personalized Image Editing | 3 | 2 | Feb 20, 2026 |
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| Open-Ended Audio-Video QA | 3 | 1 | Feb 18, 2026 |
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| 3D Open-vocabulary Semantic Segmentation | 3 | 3 | May 29, 2026 |
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| Abdominal multi-organ segmentation | 3 | 8 | May 13, 2026 |
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| Weakly Supervised Classification | 3 | 1 | Feb 25, 2026 |
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