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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 |
|---|---|---|---|---|
| Action Sequence Generation | 3 | 4 | Feb 21, 2026 | |
| Low-Dose CT Image Denoising | 3 | 2 | Feb 18, 2026 | |
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 | |
| Abdominal multi-organ segmentation | 3 | 8 | May 13, 2026 | |
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 | |
| Similarity Confidence | 3 | 1 | Mar 4, 2026 | |
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 | |
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 | |
| Key Detection |
| 3 |
| 2 |
| Jun 25, 2026 |
| Scene Decomposition | 3 | 2 | Feb 18, 2026 |
|---|
| 3D Open-vocabulary Semantic Segmentation | 3 | 3 | May 29, 2026 |
|---|
| EMG-to-pose estimation | 3 | 1 | May 8, 2026 |
|---|
| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|
| Personalized Image Editing | 3 | 2 | Feb 20, 2026 |
|---|
| Open-Ended Audio-Video QA | 3 | 1 | Feb 18, 2026 |
|---|
| Neuron Explanation | 3 | 1 | Feb 18, 2026 |
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| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
|---|
| Video Commentary Generation | 3 | 1 | Mar 4, 2026 |
|---|
| Infrared Image Classification | 3 | 5 | May 19, 2026 |
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| Calibration for Unsupervised Domain Adaptation | 3 | 1 | Feb 25, 2026 |
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| Semantic Probing | 3 | 1 | Feb 25, 2026 |
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| Weakly Supervised Classification | 3 | 1 | Feb 25, 2026 |
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| Knee injury prediction | 3 | 1 | Feb 25, 2026 |
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| Sewing pattern estimation | 3 | 2 | Jul 2, 2026 |
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| Neighborhood Attention Forward Pass | 3 | 1 | Feb 18, 2026 |
|---|