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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 |
|---|---|---|---|---|
| Deictic Object Segmentation | 3 | 1 | Feb 18, 2026 | |
| Low-shot object recognition | 3 | 1 | Feb 18, 2026 | |
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 | |
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 | |
| Similarity Confidence | 3 | 1 | Mar 4, 2026 | |
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 | |
| Count | 3 | 3 | May 18, 2026 | |
| Slice Discovery | 3 | 1 | Feb 18, 2026 | |
| Body estimation | 3 |
| 1 |
| Feb 18, 2026 |
| Diagram-to-Code | 3 | 2 | Apr 8, 2026 |
|---|
| Social Debiasing | 3 | 1 | Feb 18, 2026 |
|---|
| ID Classification and OOD Detection | 3 | 1 | Feb 18, 2026 |
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| MR Bias Field Correction | 3 | 1 | Feb 18, 2026 |
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| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
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| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
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| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
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| Face de-occlusion | 3 | 2 | Feb 18, 2026 |
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| Motion trajectory prediction | 3 | 1 | Feb 18, 2026 |
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| Video Commentary Generation | 3 | 1 | Mar 4, 2026 |
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| Poisson Noise Removal | 3 | 1 | Feb 18, 2026 |
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| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
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| Rotation Accuracy | 3 | 1 | Feb 18, 2026 |
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| Detailed Captioning | 3 | 3 | Mar 17, 2026 |
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| Grounded captioning | 3 | 3 | Jun 4, 2026 |
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| Unsupervised Depth Estimation | 3 | 1 | Feb 18, 2026 |
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