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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 |
|---|---|---|---|---|
| Disease Detection | 4 | 3 | Jun 9, 2026 | |
| Depth-aware Video Panoptic Segmentation | 4 | 3 | Feb 18, 2026 | |
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 | |
| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Video Person Re-ID | 4 | 8 | Feb 22, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| CNS tumor classification |
| 4 |
| 3 |
| Jul 3, 2026 |
| Face Retouching | 4 | 1 | Mar 4, 2026 |
|---|
| Temporal Action Proposal | 4 | 16 | Feb 27, 2026 |
|---|
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
|---|
| Aesthetic Assessment | 4 | 11 | May 20, 2026 |
|---|
| Vision Question Answering | 4 | 4 | May 26, 2026 |
|---|
| Brain Metastasis Segmentation | 4 | 3 | Feb 19, 2026 |
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| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 |
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| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
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| Instance Detection | 4 | 3 | Mar 5, 2026 |
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| Robotic Visual Planning | 4 | 1 | Mar 4, 2026 |
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| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
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| Text-image alignment | 4 | 4 | May 8, 2026 |
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| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
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| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
|---|
| Dense Out-of-Distribution Detection | 4 | 1 | Feb 18, 2026 |
|---|