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 |
|---|---|---|---|---|
| Bird's Eye View (BEV) Object Detection | 6 | 6 | Feb 27, 2026 | |
| Video Motion Transfer | 6 | 4 | Mar 25, 2026 | |
| Video Annotation | 6 | 3 | Feb 18, 2026 | |
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 | |
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 | |
| Spatial Visual Question Answering | 6 | 5 | Jul 7, 2026 | |
| Video Fusion | 6 | 2 | Apr 3, 2026 | |
| Cross-Domain Few-Shot Segmentation | 6 | 2 | Jun 24, 2026 | |
| Verb recognition |
| 6 |
| 5 |
| Feb 27, 2026 |
| Movie Tagging | 6 | 5 | Jun 4, 2026 |
|---|
| Scene Captioning | 6 | 2 | Apr 2, 2026 |
|---|
| Human Action QA | 6 | 1 | Feb 25, 2026 |
|---|
| Open-Vocabulary Object Goal Navigation | 6 | 5 | Jun 17, 2026 |
|---|
| Open-Set Semantic Segmentation | 6 | 2 | Feb 24, 2026 |
|---|
| RGBD Saliency Detection | 6 | 9 | Feb 18, 2026 |
|---|
| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
|---|
| Smoke Segmentation | 6 | 1 | Feb 19, 2026 |
|---|
| Retinal Disease Classification | 6 | 7 | Mar 20, 2026 |
|---|
| Cross-view Object Segmentation | 6 | 3 | Jun 30, 2026 |
|---|
| Whole-body Mesh Recovery | 6 | 4 | Mar 31, 2026 |
|---|
| Open Vocabulary Mobile Manipulation | 6 | 4 | Apr 29, 2026 |
|---|
| Object Perception | 6 | 2 | Jul 7, 2026 |
|---|
| Joint Trajectory Prediction | 6 | 2 | May 13, 2026 |
|---|
| Speech-Driven Facial Animation | 6 | 7 | Apr 20, 2026 |
|---|
| Image Classification, OOD Detection, and Adversarial Attack Detection | 6 | 1 | Mar 5, 2026 |
|---|