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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 |
|---|---|---|---|---|
| Part Detection | 4 | 1 | Feb 18, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 | |
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 | |
| Multi-task Dense Prediction | 4 | 4 | Jun 4, 2026 | |
| Face Retouching |
| 4 |
| 1 |
| Mar 4, 2026 |
| Text-image alignment | 4 | 4 | May 8, 2026 |
|---|
| 1:2 Matching | 4 | 1 | Feb 18, 2026 |
|---|
| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 |
|---|
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Dense Out-of-Distribution Detection | 4 | 1 | Feb 18, 2026 |
|---|
| Motion In-between | 4 | 3 | Jun 9, 2026 |
|---|
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| Object Interaction | 4 | 2 | Jun 29, 2026 |
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| Image Aesthetic Assessment | 4 | 10 | Jun 9, 2026 |
|---|
| Vertebra Identification | 4 | 2 | Feb 18, 2026 |
|---|
| Universal Lesion Detection | 4 | 5 | Feb 18, 2026 |
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| Synthetic Aperture Imaging | 4 | 1 | Feb 18, 2026 |
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| Model Classification | 4 | 2 | May 25, 2026 |
|---|
| 3D Object Detection (Pedestrian) | 4 | 9 | Feb 27, 2026 |
|---|
| Blind Deconvolution | 4 | 2 | Jun 5, 2026 |
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| Face Forgery Classification | 4 | 1 | Feb 18, 2026 |
|---|