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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 |
|---|---|---|---|---|
| Target classification and novel class prevalence estimation | 7 | 1 | Feb 18, 2026 | |
| Visual Reconstruction | 7 | 4 | May 26, 2026 | |
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 | |
| Tumor Core Segmentation | 7 | 7 | Jun 9, 2026 | |
| COVID-19 Detection | 7 | 5 | May 13, 2026 | |
| Visual Information Extraction | 7 | 2 | Feb 18, 2026 | |
| Disc segmentation | 7 | 1 | Feb 18, 2026 | |
| Single Image Rain Removal | 7 | 3 | May 14, 2026 | |
| Visual Quality Evaluation |
| 7 |
| 6 |
| May 11, 2026 |
| Keypoint Transfer | 7 | 7 | Feb 18, 2026 |
|---|
| Video Depth Completion (Temporal Consistency) | 7 | 1 | Feb 22, 2026 |
|---|
| Document Transcription | 7 | 1 | Feb 19, 2026 |
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| Image2Code | 7 | 1 | Feb 19, 2026 |
|---|
| Gender Recognition | 7 | 7 | Jun 1, 2026 |
|---|
| Quantitative Phase Imaging | 7 | 2 | Mar 24, 2026 |
|---|
| Long-document Visual Question Answering | 7 | 2 | May 14, 2026 |
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| Iris Segmentation | 7 | 2 | Feb 21, 2026 |
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| Low-light Raw Image Denoising | 7 | 1 | Feb 18, 2026 |
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| Class Retrieval | 7 | 1 | Feb 21, 2026 |
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| Spine Segmentation | 7 | 2 | Jun 16, 2026 |
|---|
| Geospatial Question Answering | 7 | 3 | May 25, 2026 |
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| Schematic Design Verification | 7 | 1 | Feb 18, 2026 |
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| Abstraction and Reasoning | 7 | 8 | Jun 26, 2026 |
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| Egocentric Action Recognition | 7 | 4 | Feb 27, 2026 |
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| Text Based Image Retrieval | 7 | 3 | Feb 18, 2026 |
|---|