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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 |
|---|---|---|---|---|
| Destination Prediction | 9 | 3 | Jul 7, 2026 | |
| Low-shot recognition | 9 | 3 | Feb 18, 2026 | |
| Bird's eye view object detection | 9 | 23 | Mar 31, 2026 | |
| Breast cancer detection | 9 | 4 | Feb 21, 2026 | |
| Tumor classification | 9 | 6 | Jun 29, 2026 | |
| Fluid motion estimation | 9 | 1 | Feb 27, 2026 | |
| Distance Estimation | 9 | 5 | Jul 8, 2026 | |
| Grounding segmentation | 9 | 1 | Feb 18, 2026 | |
| Local Feature Matching |
| 9 |
| 5 |
| Jun 9, 2026 |
| Multispectral Image Reconstruction | 9 | 1 | Feb 18, 2026 |
|---|
| Text-to-image person search | 9 | 1 | Mar 4, 2026 |
|---|
| Image Copy Detection | 9 | 3 | Feb 22, 2026 |
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| Signature Verification | 9 | 3 | Jul 3, 2026 |
|---|
| Heart Segmentation | 9 | 3 | May 12, 2026 |
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| Visual Fidelity | 9 | 3 | Jun 26, 2026 |
|---|
| Object Hallucination Assessment | 9 | 16 | Jul 7, 2026 |
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| Landmark Prediction | 9 | 6 | Feb 18, 2026 |
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| End-to-end Recognition | 9 | 8 | May 19, 2026 |
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| Reading Order Prediction | 9 | 2 | Jul 2, 2026 |
|---|
| Super-Resolution (4x) | 9 | 14 | Jun 16, 2026 |
|---|
| Object Rearrangement | 9 | 6 | Jun 18, 2026 |
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| 3D Hand-Object Reconstruction | 9 | 7 | Apr 15, 2026 |
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| Geometric Matching | 9 | 7 | Feb 22, 2026 |
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| Image Attribution Detection | 9 | 1 | Jun 30, 2026 |
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| Unsupervised Action Segmentation | 9 | 3 | Apr 24, 2026 |
|---|