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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 |
|---|---|---|---|---|
| Lossless Semantic Map Compression | 4 | 1 | Mar 4, 2026 | |
| 3D Dense Head Alignment | 4 | 1 | Feb 18, 2026 | |
| Multi-View Image Compression | 4 | 1 | Mar 5, 2026 | |
| Robotic Visual Planning | 4 | 1 | Mar 4, 2026 | |
| Image Grounding | 4 | 4 | May 28, 2026 | |
| Geometric Correspondence | 4 | 3 | Jun 15, 2026 | |
| Model Classification | 4 | 2 | May 25, 2026 | |
| Any-shot classification | 4 | 1 | Feb 18, 2026 | |
| Inverse Dynamics Modeling |
| 4 |
| 2 |
| Mar 6, 2026 |
| IQA Score Regression | 4 | 1 | Mar 4, 2026 |
|---|
| Scene Text Image Super-Resolution | 4 | 2 | Feb 18, 2026 |
|---|
| Part Discovery | 4 | 2 | May 8, 2026 |
|---|
| Anatomical Tibio-Femoral Angle (aTFA) Measurement | 4 | 1 | Feb 18, 2026 |
|---|
| Co-segmentation | 4 | 3 | Feb 18, 2026 |
|---|
| Low-field MRI enhancement | 4 | 2 | Mar 27, 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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| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 |
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| Facial Expression Editing | 4 | 3 | Mar 27, 2026 |
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| Document Rectification | 4 | 2 | Mar 5, 2026 |
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| Video tasks | 4 | 2 | Feb 22, 2026 |
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| Weakly Semi-Supervised Object Detection | 4 | 1 | Feb 18, 2026 |
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| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 |
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| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
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| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 |
|---|