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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 |
|---|---|---|---|---|
| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Instance Retrieval | 4 | 3 | Jul 7, 2026 | |
| Color Image Recovery | 4 | 1 | Mar 4, 2026 | |
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 | |
| Video Motion Editing | 4 | 3 | Jun 19, 2026 | |
| Face Retouching | 4 | 1 | Mar 4, 2026 | |
| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 | |
| Exo2ego Frame Retrieval |
| 4 |
| 1 |
| Feb 18, 2026 |
| Video tasks | 4 | 2 | Feb 22, 2026 |
|---|
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
|---|
| Active Object Detection | 4 | 3 | Jun 5, 2026 |
|---|
| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
|---|
| Video Human-Object Interaction Detection | 4 | 3 | Jul 7, 2026 |
|---|
| 3D wireframe reconstruction | 4 | 3 | Apr 6, 2026 |
|---|
| Bounding Box Prediction | 4 | 3 | May 19, 2026 |
|---|
| Human and Scene Reconstruction | 4 | 2 | Jun 2, 2026 |
|---|
| Ego2exo Frame Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
|---|
| Data augmentation policy search | 4 | 2 | Feb 18, 2026 |
|---|
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 |
|---|
| Unsupervised Foreground Extraction | 4 | 1 | Feb 18, 2026 |
|---|
| Artifact Localization | 4 | 1 | Feb 25, 2026 |
|---|
| Song identification | 4 | 1 | Feb 27, 2026 |
|---|