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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 |
|---|---|---|---|---|
| Activity Segmentation | 4 | 1 | Feb 18, 2026 | |
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Text-image alignment | 4 | 4 | May 8, 2026 | |
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 | |
| Video Class Incremental Learning |
| 4 |
| 1 |
| Feb 18, 2026 |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
|---|
| Face Retouching | 4 | 1 | Mar 4, 2026 |
|---|
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
|---|
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
|---|
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
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| Neuron Identification | 4 | 1 | Feb 18, 2026 |
|---|
| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
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| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
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| Noisy image super-resolution | 4 | 2 | Feb 20, 2026 |
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| Pain intensity estimation | 4 | 2 | Feb 18, 2026 |
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| Attribute Editing | 4 | 3 | Apr 24, 2026 |
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| Object size area estimation | 4 | 1 | Mar 4, 2026 |
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| Grounding Description | 4 | 2 | Jun 11, 2026 |
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| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
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| Disease Detection | 4 | 3 | Jun 9, 2026 |
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| Logical table structure recognition | 4 | 2 | Feb 18, 2026 |
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