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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 |
|---|---|---|---|---|
| Depth Map Super-Resolution | 10 | 4 | Mar 24, 2026 | |
| Patch-level Histopathology Classification | 10 | 1 | Feb 18, 2026 | |
| OD/OC segmentation | 10 | 1 | Mar 13, 2026 | |
| Radar Novel View Synthesis | 10 | 2 | May 27, 2026 | |
| Multi-agent Tracking | 10 | 2 | May 12, 2026 | |
| Subject-driven video generation | 10 | 4 | May 6, 2026 | |
| Image-text alignment | 10 | 7 | Apr 15, 2026 | |
| 2D/3D Registration | 10 | 8 | May 20, 2026 | |
| Cardiac MRI Segmentation |
|---|
| 10 |
| 5 |
| Apr 8, 2026 |
| Continual Image Classification | 10 | 9 | Jun 17, 2026 |
|---|
| In-Image Machine Translation Evaluation | 10 | 1 | Feb 19, 2026 |
|---|
| Referring object classification | 10 | 7 | Feb 27, 2026 |
|---|
| Federated Learning Image Classification | 10 | 5 | May 4, 2026 |
|---|
| SCI Restoration | 10 | 1 | Mar 10, 2026 |
|---|
| Video Hallucination Evaluation | 10 | 11 | Jun 17, 2026 |
|---|
| Super-Resolution (x4) | 10 | 9 | May 22, 2026 |
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| 3D Open-vocabulary Segmentation | 10 | 6 | Jun 30, 2026 |
|---|
| Blind Image Super-Resolution | 10 | 5 | Mar 18, 2026 |
|---|
| Cardiac MR Registration | 10 | 1 | Mar 4, 2026 |
|---|
| Scene editing | 10 | 7 | Jul 3, 2026 |
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| 3D Action Recognition | 10 | 11 | Apr 29, 2026 |
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| Action-based Video Object Segmentation | 10 | 1 | Mar 5, 2026 |
|---|
| Human motion forecasting | 10 | 6 | Apr 2, 2026 |
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| Human Animation | 10 | 8 | Jun 29, 2026 |
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| 3D Single Object Tracking | 10 | 7 | Apr 16, 2026 |
|---|