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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 |
|---|---|---|---|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 | |
| Motion trajectory prediction | 3 | 1 | Feb 18, 2026 | |
| Diagram-to-Code | 3 | 2 | Apr 8, 2026 | |
| Social Debiasing | 3 | 1 | Feb 18, 2026 | |
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 | |
| ID Classification and OOD Detection | 3 | 1 | Feb 18, 2026 | |
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 | |
| Similarity Confidence | 3 | 1 | Mar 4, 2026 | |
| Slice-to-Volume MRI Reconstruction |
| 3 |
| 1 |
| Mar 4, 2026 |
| Unsupervised Depth Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
|---|
| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
|---|
| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|
| Rotation Accuracy | 3 | 1 | Feb 18, 2026 |
|---|
| Video Commentary Generation | 3 | 1 | Mar 4, 2026 |
|---|
| Poisson Noise Removal | 3 | 1 | Feb 18, 2026 |
|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|
| Grounded captioning | 3 | 3 | Jun 4, 2026 |
|---|
| Detailed Captioning | 3 | 3 | Mar 17, 2026 |
|---|
| Bias Field Correction | 3 | 1 | Feb 18, 2026 |
|---|
| Video label propagation | 3 | 2 | Feb 18, 2026 |
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| Weakly Supervised Classification | 3 | 1 | Feb 25, 2026 |
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| Semantic Probing | 3 | 1 | Feb 25, 2026 |
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| Calibration for Unsupervised Domain Adaptation | 3 | 1 | Feb 25, 2026 |
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| Knee injury prediction | 3 | 1 | Feb 25, 2026 |
|---|