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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 |
|---|---|---|---|---|
| Brain lesion segmentation | 10 | 4 | Feb 20, 2026 | |
| Visual-Inertial Initialization | 10 | 2 | May 19, 2026 | |
| OD/OC segmentation | 10 | 1 | Mar 13, 2026 | |
| Video Hallucination Evaluation | 10 | 11 | Jun 17, 2026 | |
| Human motion forecasting | 10 | 6 | Apr 2, 2026 | |
| Frame Interpolation | 10 | 7 | Mar 27, 2026 | |
| Multi-agent Tracking | 10 | 2 | May 12, 2026 | |
| Action-based Video Object Segmentation | 10 | 1 | Mar 5, 2026 | |
| SCI Restoration |
| 10 |
| 1 |
| Mar 10, 2026 |
| Human Animation | 10 | 8 | Jun 29, 2026 |
|---|
| Online Mapping | 10 | 15 | Jun 19, 2026 |
|---|
| Federated Learning Image Classification | 10 | 5 | May 4, 2026 |
|---|
| Cardiac MR Registration | 10 | 1 | Mar 4, 2026 |
|---|
| 3D Open-vocabulary Segmentation | 10 | 6 | Jun 30, 2026 |
|---|
| 3D Single Object Tracking | 10 | 7 | Apr 16, 2026 |
|---|
| Colorectal polyp classification | 10 | 3 | Feb 18, 2026 |
|---|
| Super-Resolution (x4) | 10 | 9 | May 22, 2026 |
|---|
| Probability Calibration | 10 | 4 | Mar 25, 2026 |
|---|
| Glaucoma Detection | 10 | 6 | Jul 7, 2026 |
|---|
| Object Addition | 10 | 6 | Jun 23, 2026 |
|---|
| Scene editing | 10 | 7 | Jul 3, 2026 |
|---|
| INR classification | 10 | 4 | Jul 3, 2026 |
|---|
| In-Image Machine Translation Evaluation | 10 | 1 | Feb 19, 2026 |
|---|
| Face Anonymization | 10 | 8 | Jun 8, 2026 |
|---|
| Whole-body Pose Estimation | 10 | 13 | Mar 16, 2026 |
|---|