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 |
|---|---|---|---|---|
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 | |
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 | |
| Open-Set Semantic Segmentation | 6 | 2 | Feb 24, 2026 | |
| Landslide Detection | 6 | 4 | Jun 9, 2026 | |
| Text Image Super-Resolution | 6 | 3 | May 14, 2026 | |
| Doubly right object recognition | 6 | 1 | Feb 18, 2026 | |
| Motion-Controlled Video Generation | 6 | 5 | Jul 3, 2026 | |
| 2D Super-Resolution | 6 | 1 | Feb 18, 2026 | |
| Face Recognition Attack |
| 6 |
| 5 |
| Jul 1, 2026 |
| Open Vocabulary Instance Segmentation | 6 | 6 | Jun 5, 2026 |
|---|
| Open Vocabulary Mobile Manipulation | 6 | 4 | Apr 29, 2026 |
|---|
| Saliency Map Generation | 6 | 1 | Mar 6, 2026 |
|---|
| Histopathology classification | 6 | 4 | May 19, 2026 |
|---|
| Rain Removal | 6 | 5 | Apr 15, 2026 |
|---|
| Multimodal Visual Question Answering | 6 | 7 | Jun 16, 2026 |
|---|
| Image Classification, OOD Detection, and Adversarial Attack Detection | 6 | 1 | Mar 5, 2026 |
|---|
| Satellite-to-Drone Geo-localization | 6 | 4 | Apr 20, 2026 |
|---|
| Smoke Segmentation | 6 | 1 | Feb 19, 2026 |
|---|
| Multi-modal manipulation detection | 6 | 1 | Mar 4, 2026 |
|---|
| Mathematical & Geometric Reasoning | 6 | 2 | Apr 13, 2026 |
|---|
| Video Fusion | 6 | 2 | Apr 3, 2026 |
|---|
| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
|---|
| Micro-gesture recognition | 6 | 7 | Jun 12, 2026 |
|---|
| Radiation Source Localization | 6 | 1 | Jun 29, 2026 |
|---|
| AI-Generated Human Subject Detection | 6 | 1 | Jun 29, 2026 |
|---|