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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| LAI Estimation | 1 | 1 | Feb 20, 2026 | |
| Action Semantic Segmentation | 1 | 2 | Feb 18, 2026 | |
| Dense human pose regression | 1 | 1 | Feb 18, 2026 | |
| SPAD Estimation | 1 | 1 | Feb 20, 2026 | |
| Material Estimation and Relighting | 1 | 1 | Feb 20, 2026 | |
| Language-guided Object Tracking | 1 | 1 | May 19, 2026 | |
| Multimodal Place Recognition | 1 | 1 | Feb 20, 2026 | |
| Myocardial lesion segmentation | 1 | 1 | Feb 18, 2026 | |
| Segmentation from a sentence |
| 1 |
| 3 |
| Feb 18, 2026 |
| Aorta Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Whole-brain segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Crowd Human Detection and Tracking | 1 | 1 | May 19, 2026 |
|---|
| Rightmost object shape inference | 1 | 1 | Feb 18, 2026 |
|---|
| 7-class Histopathology Classification | 1 | 1 | May 19, 2026 |
|---|
| Photometric fidelity | 1 | 1 | Feb 20, 2026 |
|---|
| Organs-at-risk segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Outlier-aware Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Dyadic Future Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| 2D action recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Pattern segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Anomaly Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Partner Motion Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Replace Object | 1 | 1 | Feb 20, 2026 |
|---|
| 8 grouped facial attributes classification | 1 | 1 | Feb 18, 2026 |
|---|
| Remove Object | 1 | 1 | Feb 20, 2026 |
|---|