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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-page Document Question Answering | 3 | 7 | Apr 28, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| 3D human-scene interaction generation | 3 | 2 | Jul 8, 2026 | |
| Lesion recognition | 3 | 1 | Mar 4, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| MIL Explanation | 3 | 1 | Feb 18, 2026 | |
| RGB-Thermal tracking | 3 | 3 | May 6, 2026 | |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 | |
| Unknown sample identification |
| 3 |
| 1 |
| Feb 18, 2026 |
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Egocentric Referring Video Object Segmentation | 3 | 1 | Feb 20, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Fake Face Detection | 3 | 6 | Feb 20, 2026 |
|---|
| Accelerated Dynamic MRI Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Video Amodal Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Line segmentation | 3 | 1 | Feb 18, 2026 |
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| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
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| Body estimation | 3 | 1 | Feb 18, 2026 |
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| video boundary grounding | 3 | 1 | Feb 18, 2026 |
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| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|