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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 |
|---|---|---|---|---|
| Open-set classification | 7 | 2 | Jun 26, 2026 | |
| Personalized Retrieval | 7 | 3 | May 20, 2026 | |
| Video Style Transfer | 7 | 4 | Mar 17, 2026 | |
| Video Text Spotting | 7 | 2 | Jun 8, 2026 | |
| Collaborative Perception | 7 | 4 | May 19, 2026 | |
| Semantic Localization | 7 | 4 | May 22, 2026 | |
| Long-tailed Visual Recognition | 7 | 12 | Jun 18, 2026 | |
| 3D Whole-Body Mesh Recovery | 7 | 9 | Apr 24, 2026 | |
| Quantitative Phase Imaging |
| 7 |
| 2 |
| Mar 24, 2026 |
| Pedestrian Pose Estimation | 7 | 1 | Feb 18, 2026 |
|---|
| Traffic Detection | 7 | 2 | Jul 9, 2026 |
|---|
| Tumor Core Segmentation | 7 | 7 | Jun 9, 2026 |
|---|
| Long-document Visual Question Answering | 7 | 2 | May 14, 2026 |
|---|
| Cross-modal Person Re-identification | 7 | 2 | Feb 25, 2026 |
|---|
| Document Transcription | 7 | 1 | Feb 19, 2026 |
|---|
| Visual Information Extraction | 7 | 2 | Feb 18, 2026 |
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| Visual Quality Evaluation | 7 | 6 | May 11, 2026 |
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| Image2Code | 7 | 1 | Feb 19, 2026 |
|---|
| COVID-19 Detection | 7 | 5 | May 13, 2026 |
|---|
| Video Depth Completion (Temporal Consistency) | 7 | 1 | Feb 22, 2026 |
|---|
| Video-based Person Re-identification | 7 | 5 | Jul 3, 2026 |
|---|
| Class Retrieval | 7 | 1 | Feb 21, 2026 |
|---|
| Geospatial Question Answering | 7 | 3 | May 25, 2026 |
|---|
| Lesion Tracking | 7 | 4 | May 25, 2026 |
|---|
| Low-light Raw Image Denoising | 7 | 1 | Feb 18, 2026 |
|---|