Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Generalized Zero-Shot Detection | 2 | 4 | Feb 18, 2026 | |
| Open-ended Chart Question Answering | 2 | 2 | Feb 18, 2026 | |
| Image Navigation | 2 | 2 | Feb 18, 2026 | |
| Instance Image Navigation | 2 | 2 | Mar 12, 2026 | |
| Style-Guided Image Captioning | 2 | 1 | Feb 27, 2026 | |
| Video QA | 2 | 2 | Apr 14, 2026 | |
| Image-to-Sound Retrieval | 2 | 1 | Feb 18, 2026 | |
| LiDAR-to-Camera Calibration | 2 | 3 | Jun 1, 2026 | |
| Functional Scene Graph Construction |
| 2 |
| 1 |
| Feb 21, 2026 |
| Global Human Motion Forecasting | 2 | 1 | Feb 18, 2026 |
|---|
| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
|---|
| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 |
|---|
| Action Assessment | 2 | 1 | Feb 18, 2026 |
|---|
| Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 |
|---|
| Hand Gesture Identification | 2 | 1 | Feb 21, 2026 |
|---|
| Line Matching | 2 | 1 | Feb 18, 2026 |
|---|
| Generalized Domain Adaptation Few-Shot Open-Set Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Deformable Object Reconstruction and Rendering | 2 | 1 | Feb 21, 2026 |
|---|
| Non-Contact Affordance Estimation | 2 | 1 | Feb 21, 2026 |
|---|
| Visual Trace Generation | 2 | 3 | Apr 7, 2026 |
|---|
| Gesture Synchronisation | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-Target Multi-Camera Tracking | 2 | 1 | Feb 18, 2026 |
|---|
| Lane Line Map Construction | 2 | 1 | Feb 21, 2026 |
|---|
| Geometric Fidelity | 2 | 1 | Feb 21, 2026 |
|---|
| Counterfactual audio-image recognition | 2 | 1 | Feb 27, 2026 |
|---|