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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 |
|---|---|---|---|---|
| Bird-Eye-View (BEV) Object Detection | 2 | 2 | Feb 18, 2026 | |
| Scene graph-based Image Editing | 2 | 1 | Feb 20, 2026 | |
| CT Image Denoising | 2 | 3 | May 19, 2026 | |
| SAR-to-Optical translation | 2 | 1 | Feb 20, 2026 | |
| Referring Expression Retrieval | 2 | 1 | Feb 21, 2026 | |
| Quality Control | 2 | 1 | Feb 21, 2026 | |
| Instance-aware Human Parsing | 2 | 1 | Feb 18, 2026 | |
| Video Event Grounding | 2 | 1 | Feb 20, 2026 | |
| Egocentric 3D Hand Pose Estimation |
| 2 |
| 1 |
| Feb 20, 2026 |
| Label Guidance | 2 | 2 | May 19, 2026 |
|---|
| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
|---|
| Grayscale JPEG compression artifact removal | 2 | 2 | Feb 18, 2026 |
|---|
| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 |
|---|
| Lesion Segmentation and Detection | 2 | 2 | Jun 9, 2026 |
|---|
| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
|---|
| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 |
|---|
| Visual Spatial Description | 2 | 1 | Feb 18, 2026 |
|---|
| Phrase Classification | 2 | 2 | Feb 18, 2026 |
|---|
| Context assisted image captioning | 2 | 1 | Feb 18, 2026 |
|---|
| Complex Scene Reasoning | 2 | 1 | Feb 20, 2026 |
|---|
| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 |
|---|
| Geolocalization | 2 | 1 | Feb 20, 2026 |
|---|
| Respiration Rate estimation | 2 | 2 | Feb 21, 2026 |
|---|
| Generalized Referring Expression Comprehension | 2 | 1 | Feb 20, 2026 |
|---|
| Distortion Correction | 2 | 1 | Feb 21, 2026 |
|---|