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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 |
|---|---|---|---|---|
| Video Object Grounding | 1 | 1 | Feb 20, 2026 | |
| Human avatar synthesis | 1 | 2 | Feb 18, 2026 | |
| Multimodal Compositional Understanding | 1 | 2 | Feb 27, 2026 | |
| Shape-from-focus | 1 | 1 | Feb 20, 2026 | |
| Open-vocabulary Attribute Detection | 1 | 1 | Feb 18, 2026 | |
| Point Cloud Feature Extraction | 1 | 3 | Feb 18, 2026 | |
| Action Dynamics | 1 | 1 | Feb 18, 2026 | |
| Endoscopic Image Matching | 1 | 1 | Feb 20, 2026 | |
| Deraining Quality Assessment |
| 1 |
| 1 |
| Jun 2, 2026 |
| Non-integer scale motion sequence interpolation | 1 | 1 | Feb 20, 2026 |
|---|
| Spatial-Map | 1 | 1 | Feb 20, 2026 |
|---|
| Maze-Nav | 1 | 1 | Feb 20, 2026 |
|---|
| 3-class Lesion Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 8-class Lesion Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Graph Visual Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Scene and Object Comprehension | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Concept Composition | 1 | 1 | Feb 20, 2026 |
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| Preliminary Diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| Image Personalization | 1 | 1 | Feb 20, 2026 |
|---|
| LDR to HDR Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Fine-grained Diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Reconstruction from a single 2D image | 1 | 1 | Feb 18, 2026 |
|---|
| Movie Genre Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Point-level Anomaly Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Fetal Brain Tissue Segmentation | 1 | 1 | Feb 18, 2026 |
|---|