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 |
|---|---|---|---|---|
| Root-relative 3D pose estimation | 1 | 1 | Feb 18, 2026 | |
| OCR, Chat/Doc QA | 1 | 1 | Feb 19, 2026 | |
| Video Spatial Grounding | 1 | 1 | Feb 19, 2026 | |
| Dense SLAM Map Quality and Performance | 1 | 1 | Feb 19, 2026 | |
| 5-way identity recognition | 1 | 1 | Feb 18, 2026 | |
| In-bound Gaze Classification | 1 | 1 | Feb 19, 2026 | |
| HOI Prediction | 1 | 1 | Feb 18, 2026 | |
| Body Part Detection | 1 | 1 | Feb 18, 2026 | |
| HOI to text generation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Low-light Image Deblurring | 1 | 1 | Feb 18, 2026 |
|---|
| Retinal Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| DeJPEG | 1 | 1 | Feb 18, 2026 |
|---|
| Stenosis Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Attributional Robustness | 1 | 3 | Jun 5, 2026 |
|---|
| Vessel Segment Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Procedural Activities Classification | 1 | 2 | Feb 25, 2026 |
|---|
| Novel view video synthesis | 1 | 1 | Feb 19, 2026 |
|---|
| Weakly Supervised Image Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Gait Verification | 1 | 1 | Feb 19, 2026 |
|---|
| Spatial Reasoning (Video) | 1 | 3 | May 27, 2026 |
|---|
| Visual Number Reasoning | 1 | 2 | May 26, 2026 |
|---|
| Material Segmentation | 1 | 4 | Jun 30, 2026 |
|---|
| Spatial Counting | 1 | 1 | Feb 19, 2026 |
|---|
| Surgical instrument counting | 1 | 1 | Feb 19, 2026 |
|---|
| ICAO face image compliance verification | 1 | 1 | Feb 19, 2026 |
|---|