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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 |
|---|---|---|---|---|
| Image Retrieval from Contextual Descriptions | 1 | 1 | Feb 18, 2026 | |
| Task HOI-1: moving object | 1 | 1 | Feb 18, 2026 | |
| Brain disease diagnosis | 1 | 1 | Feb 18, 2026 | |
| Teeth Segmentation | 1 | 1 | Feb 18, 2026 | |
| Structure Discovery (Orientation) | 1 | 1 | Feb 18, 2026 | |
| Anomaly Rejection | 1 | 1 | Feb 18, 2026 | |
| Abdominal CT-MRI registration | 1 | 1 | Feb 18, 2026 | |
| Posture Estimation | 1 | 1 | Feb 21, 2026 | |
| Talking Gesture Generation |
| 1 |
| 1 |
| Feb 18, 2026 |
| 3D Facial Fitting | 1 | 1 | Feb 18, 2026 |
|---|
| Non-rigid face registration | 1 | 1 | Feb 18, 2026 |
|---|
| Open-Vocabulary Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Panoptic Video Object Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Image Translation | 1 | 1 | Feb 27, 2026 |
|---|
| Human Preference Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Aesthetic and Accuracy Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Video-Audio Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Depth Perception | 1 | 1 | Feb 18, 2026 |
|---|
| Thermal Sensing | 1 | 1 | Feb 18, 2026 |
|---|
| IMU Perception | 1 | 1 | Feb 18, 2026 |
|---|
| 4D Facial Expression Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-rich Image Question Answering (Extraction) | 1 | 1 | Feb 27, 2026 |
|---|
| Text-rich Image Question Answering (Abstract) | 1 | 1 | Feb 27, 2026 |
|---|
| Text-rich image question-answering | 1 | 1 | Feb 27, 2026 |
|---|
| Facial Attribute Classification (Attractive) | 1 | 2 | Feb 21, 2026 |
|---|