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 |
|---|---|---|---|---|
| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 | |
| Dwelling Counting | 2 | 1 | Feb 27, 2026 | |
| Illumination Correction | 2 | 1 | Feb 18, 2026 | |
| Fine-grained text-based image retrieval | 2 | 1 | Feb 18, 2026 | |
| Unconditional Image-to-Image Retrieval | 2 | 1 | Feb 27, 2026 | |
| Surgical Smoke Removal | 2 | 2 | Mar 30, 2026 | |
| Image-based Audio-Visual Segmentation Quality Assessment | 2 | 1 | Feb 19, 2026 | |
| Global hand trajectory and reconstruction | 2 | 1 | Feb 19, 2026 | |
| 2 |
| 1 |
| Feb 22, 2026 |
| Non-rigid shape classification | 2 | 2 | Feb 18, 2026 |
|---|
| Non-Line-of-Sight (NLOS) Tracking | 2 | 1 | Feb 18, 2026 |
|---|
| Post-stow bin state prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Streaming Object Detection | 2 | 2 | Feb 18, 2026 |
|---|
| Fine-Grained Open-Vocabulary Object Detection | 2 | 4 | Mar 31, 2026 |
|---|
| Whole body detection | 2 | 1 | Feb 19, 2026 |
|---|
| Eye detection | 2 | 1 | Feb 19, 2026 |
|---|
| Action Recognition (Dense Labeling) | 2 | 2 | Feb 18, 2026 |
|---|
| Image Labeling | 2 | 1 | Feb 22, 2026 |
|---|
| 3D LiDAR Scene Completion | 2 | 1 | Feb 19, 2026 |
|---|
| Displacement estimation | 2 | 1 | Feb 19, 2026 |
|---|
| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 |
|---|
| Patient-level Stenosis Classification | 2 | 1 | Feb 19, 2026 |
|---|
| Color Constancy Index modeling | 2 | 1 | Feb 22, 2026 |
|---|
| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
|---|
| Unconditional Image-to-Report Retrieval | 2 | 2 | Jun 2, 2026 |
|---|