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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 |
|---|---|---|---|---|
| Controlled Trace Generation | 4 | 1 | Feb 18, 2026 | |
| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 | |
| Inverse Dynamics Modeling | 4 | 2 | Mar 6, 2026 | |
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 | |
| Early Action Prediction | 4 | 2 | Apr 21, 2026 | |
| Concept Annotation | 4 | 2 | May 15, 2026 | |
| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| JPEG artifact removal | 4 | 4 | Mar 16, 2026 | |
| Part Detection |
| 4 |
| 1 |
| Feb 18, 2026 |
| IQA Score Regression | 4 | 1 | Mar 4, 2026 |
|---|
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
|---|
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
|---|
| Cross-domain prompts generalization | 4 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Activity Segmentation | 4 | 2 | Feb 18, 2026 |
|---|
| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
|---|
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 |
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| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
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| CNS tumor classification | 4 | 3 | Jul 3, 2026 |
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| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
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| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
|---|
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
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| Breast Cancer Segmentation | 4 | 3 | Mar 13, 2026 |
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| Face Retouching | 4 | 1 | Mar 4, 2026 |
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| Text-image alignment | 4 | 4 | May 8, 2026 |
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| Asymmetric classification | 4 | 1 | Feb 18, 2026 |
|---|