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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 |
|---|---|---|---|---|
| Biometric-light response | 2 | 1 | Feb 19, 2026 | |
| Attention-based interaction | 2 | 1 | Feb 19, 2026 | |
| Video Saliency and Highlight Detection | 2 | 1 | Feb 22, 2026 | |
| Multimodal Reasoning and Mathematics | 2 | 1 | Feb 22, 2026 | |
| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 | |
| Adversarial Reconstruction Defense | 2 | 1 | Feb 19, 2026 | |
| Video Human Pose Estimation | 2 | 1 | Mar 24, 2026 | |
| TP/FN classification | 2 | 1 | Mar 10, 2026 | |
| eight-label knee injury prediction |
| 2 |
| 1 |
| Feb 25, 2026 |
| White Matter Hyperintensity Segmentation | 2 | 2 | Feb 24, 2026 |
|---|
| View-level Stenosis Classification | 2 | 1 | Feb 19, 2026 |
|---|
| Adversarial Rectification | 2 | 1 | Feb 19, 2026 |
|---|
| Adversarial Example Rectification | 2 | 1 | Feb 19, 2026 |
|---|
| Counterfactual Visual Explanation | 2 | 2 | Feb 24, 2026 |
|---|
| Cross-domain Person Re-identification | 2 | 3 | Mar 17, 2026 |
|---|
| Cybersickness Classification | 2 | 2 | Apr 21, 2026 |
|---|
| Hand Appearance Recovery | 2 | 1 | Feb 18, 2026 |
|---|
| Building count estimation | 2 | 1 | Feb 27, 2026 |
|---|
| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 |
|---|
| Video Paragraph Generation | 2 | 2 | Feb 18, 2026 |
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| Building Counting | 2 | 1 | Feb 27, 2026 |
|---|
| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Fingerprint Similarity | 2 | 2 | Apr 8, 2026 |
|---|
| Surgical Smoke Removal | 2 | 2 | Mar 30, 2026 |
|---|
| Closed-ended Visual Question Answering | 2 | 1 | Feb 22, 2026 |
|---|