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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 |
|---|---|---|---|---|
| RGB-D Tracking | 2 | 3 | May 6, 2026 | |
| Biochemical recurrence prediction | 2 | 2 | Jun 9, 2026 | |
| Next check-in prediction | 2 | 1 | Mar 24, 2026 | |
| SCAV-Embedding Attack Defense | 2 | 1 | Feb 18, 2026 | |
| Land Cover Change Detection | 2 | 2 | Apr 14, 2026 | |
| Time-series Evaluation | 2 | 1 | Jun 16, 2026 | |
| Video Glass Surface Detection | 2 | 1 | Feb 20, 2026 | |
| Fine-grained Image-to-Text Retrieval | 2 | 1 | Feb 18, 2026 | |
| Fine-grained Text-to-Image Retrieval |
| 2 |
| 1 |
| Feb 18, 2026 |
| Refining VFM-derived artifacts | 2 | 1 | Feb 20, 2026 |
|---|
| Paper-Baseline Recommendation | 2 | 1 | Mar 24, 2026 |
|---|
| Rotation recovery | 2 | 2 | Feb 18, 2026 |
|---|
| Paper-Dataset Recommendation | 2 | 1 | Mar 24, 2026 |
|---|
| Complex Multi-step Reasoning | 2 | 3 | May 26, 2026 |
|---|
| NMR spectral simulation | 2 | 1 | Mar 24, 2026 |
|---|
| Aggression Detection | 2 | 2 | Feb 19, 2026 |
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| Global Model Explanation | 2 | 1 | Feb 20, 2026 |
|---|
| Chest Classification | 2 | 1 | Feb 20, 2026 |
|---|
| Spatio-temporal traffic prediction | 2 | 1 | Mar 24, 2026 |
|---|
| Insurance Reserving | 2 | 1 | Mar 24, 2026 |
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| Visual Attention Prediction | 2 | 2 | Feb 20, 2026 |
|---|
| Pose Refinement | 2 | 2 | Apr 23, 2026 |
|---|
| Robotic Manipulation Success Rate | 2 | 1 | Mar 24, 2026 |
|---|
| Physical Audiovisual CommonSense Reasoning | 2 | 1 | Feb 18, 2026 |
|---|
| Drug co-lethality prediction | 2 | 1 | Mar 24, 2026 |
|---|