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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 |
|---|---|---|---|---|
| target object grounding | 2 | 1 | Feb 21, 2026 | |
| Vehicle Recognition | 2 | 1 | Feb 18, 2026 | |
| Dynamic Hand Gesture Recognition | 2 | 1 | Feb 18, 2026 | |
| Vision-guided robotic alignment | 2 | 1 | Feb 21, 2026 | |
| Multi-type Anomaly Segmentation | 2 | 1 | Feb 20, 2026 | |
| JPEG image artifacts removal | 2 | 6 | Jun 26, 2026 | |
| Automatic Meter Reading Recognition | 2 | 1 | Feb 18, 2026 | |
| Pedestrian Localization | 2 | 2 | Jun 18, 2026 | |
| Few-shot Image Segmentation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Defect surface detection | 2 | 1 | Feb 18, 2026 |
|---|
| Video-based Facial Expression Recognition | 2 | 2 | Feb 18, 2026 |
|---|
| Prerequisite Chain Learning | 2 | 1 | Feb 18, 2026 |
|---|
| Video Head Swapping | 2 | 1 | Feb 20, 2026 |
|---|
| EEG-to-Image Retrieval | 2 | 2 | May 26, 2026 |
|---|
| Optimal Adversary Problems | 2 | 1 | Feb 18, 2026 |
|---|
| Multilabel Image Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Classification | 2 | 1 | Feb 21, 2026 |
|---|
| OVAL-optimal robust explanation generation | 2 | 1 | Feb 21, 2026 |
|---|
| Standard robust explanation computation | 2 | 1 | Feb 21, 2026 |
|---|
| Robust Verification | 2 | 2 | Feb 18, 2026 |
|---|
| Brain region classification | 2 | 1 | Feb 21, 2026 |
|---|
| Portrait Editing | 2 | 1 | Feb 18, 2026 |
|---|
| Data Reconstruction Attack | 2 | 2 | May 18, 2026 |
|---|
| RGB-D Tracking | 2 | 3 | May 6, 2026 |
|---|
| Multi-label Few-Shot Learning | 2 | 1 | Feb 18, 2026 |
|---|