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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 |
|---|---|---|---|---|
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Anatomy Classification | 3 | 2 | Mar 10, 2026 | |
| Open-Vocabulary Multi-Object Tracking | 3 | 2 | Feb 18, 2026 | |
| Compressive Sensing Reconstruction | 3 | 3 | May 12, 2026 | |
| LiDAR-based Panoptic Segmentation | 3 | 9 | Feb 18, 2026 | |
| Stimulus Classification | 3 | 1 | Mar 4, 2026 | |
| A/V classification | 3 | 1 | Feb 18, 2026 | |
| BV segmentation |
|---|
| 3 |
| 1 |
| Feb 18, 2026 |
| Open-Vocabulary Audio-Visual Event Localization | 3 | 2 | Jun 8, 2026 |
|---|
| Full heart segmentation | 3 | 2 | May 12, 2026 |
|---|
| Conditional Layout Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| 3D Posture Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Re-localization | 3 | 1 | Feb 18, 2026 |
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| Neutral Face Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Concurrent IDM/OOD detection | 3 | 1 | Feb 18, 2026 |
|---|
| Metric Cross-View Geo-Localization | 3 | 2 | Mar 31, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
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| Object Detection Training | 3 | 1 | Feb 18, 2026 |
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| Real-world Visual Question Answering | 3 | 25 | Jul 7, 2026 |
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| Unknown Object Detection | 3 | 2 | Feb 27, 2026 |
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| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|