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 |
|---|---|---|---|---|
| Class-agnostic instance segmentation | 6 | 5 | Apr 23, 2026 | |
| Image Deconvolution | 6 | 4 | Jun 5, 2026 | |
| Video Motion Transfer | 6 | 4 | Mar 25, 2026 | |
| HDR Image Quality Assessment | 6 | 1 | Feb 18, 2026 | |
| Landmark Regression | 6 | 4 | Feb 18, 2026 | |
| Mathematical & Geometric Reasoning | 6 | 2 | Apr 13, 2026 | |
| Visual Explanation Generation | 6 | 4 | May 8, 2026 | |
| Linear Probing | 6 | 4 | May 22, 2026 | |
| Video Fusion | 6 | 2 |
| Apr 3, 2026 |
| Visual Dialogue | 6 | 6 | Feb 18, 2026 |
|---|
| Multi-modal manipulation detection | 6 | 1 | Mar 4, 2026 |
|---|
| Triplet Recognition | 6 | 6 | Jun 25, 2026 |
|---|
| Tumor Volume Estimation | 6 | 1 | Feb 18, 2026 |
|---|
| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
|---|
| Accident Detection | 6 | 2 | Apr 8, 2026 |
|---|
| Cross-Domain Few-Shot Segmentation | 6 | 2 | Jun 24, 2026 |
|---|
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 |
|---|
| Human Action QA | 6 | 1 | Feb 25, 2026 |
|---|
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 |
|---|
| Histopathology classification | 6 | 4 | May 19, 2026 |
|---|
| Image Search | 6 | 10 | Feb 27, 2026 |
|---|
| Cross-view Object Segmentation | 6 | 3 | Jun 30, 2026 |
|---|
| Movie Tagging | 6 | 5 | Jun 4, 2026 |
|---|
| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
|---|
| Visual Relocalization | 6 | 7 | Jul 7, 2026 |
|---|