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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 |
|---|---|---|---|---|
| Semantic Change Detection | 18 | 15 | Jun 9, 2026 | |
| Visual Reinforcement Learning | 18 | 4 | Jul 2, 2026 | |
| Hand Reconstruction | 17 | 16 | Jun 18, 2026 | |
| 3D Dense Captioning | 17 | 39 | Jul 8, 2026 | |
| Visual Spatial Reasoning | 17 | 11 | Jun 24, 2026 | |
| Spatial Grounding | 17 | 13 | Jul 7, 2026 | |
| Accident Anticipation | 17 | 7 | Jun 15, 2026 | |
| Action Localization | 17 | 11 | Feb 20, 2026 | |
| Monocular Camera Calibration |
| 17 |
| 1 |
| Feb 18, 2026 |
| COVID-19 Classification | 17 | 7 | Jun 30, 2026 |
|---|
| Lung Segmentation | 17 | 17 | Jun 4, 2026 |
|---|
| Deep Metric Learning | 17 | 13 | Jun 30, 2026 |
|---|
| Text-to-motion | 17 | 18 | Jul 8, 2026 |
|---|
| Fine-grained Visual Reasoning | 17 | 6 | Jul 9, 2026 |
|---|
| Multi-camera calibration | 17 | 1 | Jul 8, 2026 |
|---|
| Visual Text Rendering | 17 | 11 | May 13, 2026 |
|---|
| Medical Image Reconstruction | 17 | 3 | May 6, 2026 |
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| Room Layout Estimation | 17 | 8 | Feb 22, 2026 |
|---|
| Gland Segmentation | 17 | 15 | Jun 5, 2026 |
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| 3D Anomaly Detection | 17 | 19 | Jun 30, 2026 |
|---|
| Weakly supervised semantic segmentation | 17 | 24 | Jul 7, 2026 |
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| Referring expression generation | 17 | 8 | Mar 10, 2026 |
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| Image Modeling | 17 | 14 | Jul 3, 2026 |
|---|
| 6D Pose Tracking | 17 | 4 | Jul 8, 2026 |
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| fMRI-to-image reconstruction | 17 | 11 | Jul 3, 2026 |
|---|