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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 |
|---|---|---|---|---|
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Image-level Continual Anomaly Detection | 4 | 1 | Feb 18, 2026 | |
| Retinal Fluid Segmentation | 4 | 2 | Feb 18, 2026 | |
| Wide-angle portrait correction | 4 | 2 | Feb 18, 2026 | |
| Fashion Retrieval | 4 | 2 | Feb 18, 2026 | |
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 | |
| Text-image alignment | 4 | 4 | May 8, 2026 | |
| Face Retouching |
| 4 |
| 1 |
| Mar 4, 2026 |
| Visual Machine Reading Comprehension | 4 | 4 | Mar 4, 2026 |
|---|
| CNS tumor classification | 4 | 3 | Jul 3, 2026 |
|---|
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
|---|
| Image-based shape retrieval | 4 | 2 | Mar 10, 2026 |
|---|
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| Asymmetric classification | 4 | 1 | Feb 18, 2026 |
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| Breast Cancer Segmentation | 4 | 3 | Mar 13, 2026 |
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| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
|---|
| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
|---|
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
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| Neuron Identification | 4 | 1 | Feb 18, 2026 |
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| Atomic Action Recognition | 4 | 4 | Apr 1, 2026 |
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| Controlled Trace Generation | 4 | 1 | Feb 18, 2026 |
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| Perception Restoration | 4 | 1 | Feb 18, 2026 |
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| Grounding Description | 4 | 2 | Jun 11, 2026 |
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