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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 |
|---|---|---|---|---|
| Classwise Calibration | 1 | 1 | Apr 10, 2026 | |
| Radiance Decomposition | 1 | 1 | Feb 18, 2026 | |
| Reference-Free Image Refinement | 1 | 1 | Apr 10, 2026 | |
| Camera-only control video generation | 1 | 1 | Feb 18, 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 |
|---|
| Few-shot 3D Object Classification (5-way) | 1 | 5 | Feb 18, 2026 |
|---|
| Canopy Tree Height Estimation | 1 | 1 | Apr 10, 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 |
|---|
| 3D Hand Gesture Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Fine-grained Visual Pattern Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| 3D hand prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Scrap-grade classification | 1 | 1 | Feb 19, 2026 |
|---|
| Car Object Counting | 1 | 17 | Jun 24, 2026 |
|---|
| Non-metallic content estimation | 1 | 1 | Feb 19, 2026 |
|---|
| Zero-Shot Domain Generalization | 1 | 2 | Feb 18, 2026 |
|---|