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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 |
|---|---|---|---|---|
| 3D Human Body Mesh Estimation | 1 | 1 | Feb 18, 2026 | |
| Paired image-to-image translation | 1 | 1 | Feb 18, 2026 | |
| Oracle Semantic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Black-box Face Reconstruction Attack (Target PPFR: PartialFace) | 1 | 1 | Feb 22, 2026 | |
| Video-to-motion retrieval | 1 | 1 | Feb 18, 2026 | |
| Intra-phase Registration | 1 | 1 | Feb 18, 2026 | |
| Edge accuracy | 1 | 2 | Feb 18, 2026 | |
| Image Super-Resolution (x2) | 1 | 4 | Jun 19, 2026 | |
| Dog Whistle Presence Detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Image Super-Resolution (x3) | 1 | 1 | Feb 18, 2026 |
|---|
| Referring Captioning | 1 | 1 | Feb 27, 2026 |
|---|
| 4D Panoptic LiDAR Segmentation | 1 | 2 | Feb 20, 2026 |
|---|
| Domain Transfer Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Transition Video Question Answering | 1 | 2 | Feb 18, 2026 |
|---|
| Generalist Multi-task Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-speaker Automatic Video Dubbing | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Domain Adaptation for Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Bronchoscope Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Screen Annotation | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Image Classification | 1 | 2 | Mar 5, 2026 |
|---|
| Unseen attribute-object recognition | 1 | 1 | Feb 27, 2026 |
|---|
| Kidney Tissue Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Object-state and action recognition | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Recognition | 1 | 1 | Feb 18, 2026 |
|---|