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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 |
|---|---|---|---|---|
| Scale-Invariant Depth Estimation | 1 | 1 | Apr 9, 2026 | |
| Zero-shot Medical Image Classification | 1 | 1 | Feb 19, 2026 | |
| Rare facial phenotype identification | 1 | 1 | Feb 19, 2026 | |
| Tumor diagnosis | 1 | 1 | Apr 9, 2026 | |
| Sparse View Interpolation | 1 | 1 | Feb 18, 2026 | |
| Multi Weather | 1 | 1 | Apr 9, 2026 | |
| 1-D Pixel-level Image Classification | 1 | 3 | Feb 25, 2026 | |
| Multi-weather removal | 1 | 1 | Apr 9, 2026 | |
| 3D Bimanual Hand-Object Reconstruction |
| 1 |
| 3 |
| Apr 15, 2026 |
| Sketch Authenticity Assessment | 1 | 1 | Apr 9, 2026 |
|---|
| Video Corpus Moment Retrieval (VCMR) | 1 | 1 | Feb 27, 2026 |
|---|
| Content Bounding Box Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Source-Sound Association | 1 | 1 | Feb 19, 2026 |
|---|
| Audio-Visual Dense Narration | 1 | 1 | Feb 19, 2026 |
|---|
| Auto-focus | 1 | 1 | Feb 18, 2026 |
|---|
| Cell Adjacency Relation | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-Visual Segment Narration | 1 | 1 | Feb 19, 2026 |
|---|
| Audio-Visual Hallucination | 1 | 1 | Feb 19, 2026 |
|---|
| 3D Talking Head Super-Resolution | 1 | 1 | Feb 19, 2026 |
|---|
| 3D Human Body Model Fitting | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Spatial Intelligence | 1 | 1 | Feb 19, 2026 |
|---|
| Predicting Sounds from Video | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Exposure Video Fusion | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-Focus Video Fusion | 1 | 1 | Feb 19, 2026 |
|---|
| 3D hand gesture sampling | 1 | 1 | Feb 18, 2026 |
|---|