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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 |
|---|---|---|---|---|
| 3D Point Cloud Recognition | 4 | 3 | Mar 24, 2026 | |
| Occluded Object Recognition | 4 | 2 | Mar 31, 2026 | |
| Binary Real-vs-Synthetic Detection | 4 | 1 | Feb 18, 2026 | |
| Nucleus Segmentation | 4 | 3 | Mar 19, 2026 | |
| Predicting object attributes | 4 | 1 | Feb 18, 2026 | |
| Joint Position Tracking | 4 | 3 | Jun 5, 2026 | |
| IQA Score Regression | 4 | 1 | Mar 4, 2026 | |
| Localization-aware captioning | 4 | 1 | Mar 6, 2026 | |
| Robotic Visual Planning |
| 4 |
| 1 |
| Mar 4, 2026 |
| Top-5 Disease Classification | 4 | 1 | Feb 18, 2026 |
|---|
| Human Reenactment | 4 | 1 | Feb 18, 2026 |
|---|
| Local Editing Detection | 4 | 1 | Feb 19, 2026 |
|---|
| Instance Image-Goal Navigation | 4 | 6 | May 20, 2026 |
|---|
| Temporal Classification | 4 | 3 | Jun 11, 2026 |
|---|
| Image Grounding | 4 | 4 | May 28, 2026 |
|---|
| Cross-View Image Translation | 4 | 1 | Feb 18, 2026 |
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| 3D Dense Head Alignment | 4 | 1 | Feb 18, 2026 |
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| Geometric Correspondence | 4 | 3 | Jun 15, 2026 |
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| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
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| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 |
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| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 |
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| End-to-End Scene Text Spotting | 4 | 5 | Apr 23, 2026 |
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| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 |
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| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
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| Smiling Classification | 4 | 5 | Feb 22, 2026 |
|---|