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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 |
|---|---|---|---|---|
| Cardiac Image Segmentation | 39 | 12 | Jul 1, 2026 | |
| Vehicle Re-identification | 39 | 37 | Jun 11, 2026 | |
| HDR Reconstruction | 39 | 22 | Jun 9, 2026 | |
| Image Manipulation Localization | 38 | 17 | Jun 24, 2026 | |
| Image Matching | 38 | 19 | Jul 1, 2026 | |
| Video Interpolation | 38 | 23 | Jun 1, 2026 | |
| Table Structure Recognition | 38 | 25 | Jul 2, 2026 | |
| Image Recognition | 38 | 20 | Jun 18, 2026 | |
| Perception | 38 | 20 | Jun 30, 2026 | |
| 38 |
| 26 |
| Jul 1, 2026 |
| Few-shot Semantic Segmentation | 38 | 53 | Jul 1, 2026 |
|---|
| Image Vectorization | 37 | 4 | May 26, 2026 |
|---|
| Watermark Extraction | 37 | 19 | Jun 17, 2026 |
|---|
| Hyperspectral Image Fusion | 37 | 8 | Jun 1, 2026 |
|---|
| Diagnostic Classification | 37 | 18 | Jul 7, 2026 |
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| Nuclei Instance Segmentation | 37 | 18 | May 29, 2026 |
|---|
| Referring Expression Grounding | 37 | 21 | Jun 9, 2026 |
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| Visual Mathematical Reasoning | 37 | 70 | Jul 7, 2026 |
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| Incremental Learning | 37 | 22 | May 13, 2026 |
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| Recognition | 37 | 20 | Jul 7, 2026 |
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| Industrial Anomaly Detection | 36 | 13 | Jul 7, 2026 |
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| General Visual Question Answering | 36 | 20 | Jul 7, 2026 |
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| Shape classification | 36 | 45 | Jun 18, 2026 |
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| Table Detection | 36 | 9 | Feb 25, 2026 |
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| Video Instance Segmentation | 36 | 76 | Jul 2, 2026 |
|---|