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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 |
|---|---|---|---|---|
| Thoracic Disease Classification | 4 | 17 | Jun 4, 2026 | |
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 | |
| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 | |
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 | |
| Future keypoint extrapolation | 4 | 1 | Feb 18, 2026 | |
| Task recognition | 4 | 4 | Mar 12, 2026 | |
| Color Image Recovery |
| 4 |
| 1 |
| Mar 4, 2026 |
| Sketch-conditioned image generation | 4 | 4 | Jun 30, 2026 |
|---|
| Inference Efficiency Analysis | 4 | 4 | Jun 9, 2026 |
|---|
| Tissue deformation prediction | 4 | 1 | Feb 18, 2026 |
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| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
|---|
| Concept Annotation | 4 | 2 | May 15, 2026 |
|---|
| Semantic consistency evaluation | 4 | 3 | Jun 9, 2026 |
|---|
| Part Detection | 4 | 1 | Feb 18, 2026 |
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| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 |
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| Face Retouching | 4 | 1 | Mar 4, 2026 |
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| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 |
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| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
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| Audio-visual source localization | 4 | 2 | Feb 27, 2026 |
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| Single-to-multi label classification | 4 | 1 | Feb 18, 2026 |
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| Object size area estimation | 4 | 1 | Mar 4, 2026 |
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| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
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| 3D Place Recognition | 4 | 3 | Jun 18, 2026 |
|---|