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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 |
|---|---|---|---|---|
| Category-level 6D Object Pose Estimation | 9 | 9 | Jun 23, 2026 | |
| Spectral Super-Resolution | 9 | 5 | May 14, 2026 | |
| Single-image HDR Reconstruction | 9 | 6 | May 13, 2026 | |
| Destination Prediction | 9 | 3 | Jul 7, 2026 | |
| Text-to-image person search | 9 | 1 | Mar 4, 2026 | |
| Fluid motion estimation | 9 | 1 | Feb 27, 2026 | |
| Incremental Semantic Segmentation | 9 | 5 | Jun 4, 2026 | |
| Image Copy Detection | 9 | 3 | Feb 22, 2026 | |
| Image Geolocalization |
| 9 |
| 25 |
| Jul 7, 2026 |
| Object Hallucination Assessment | 9 | 16 | Jul 7, 2026 |
|---|
| Temporal Localization | 9 | 9 | May 12, 2026 |
|---|
| Grounding segmentation | 9 | 1 | Feb 18, 2026 |
|---|
| Visual Fidelity | 9 | 3 | Jun 26, 2026 |
|---|
| Image Tagging | 9 | 3 | Feb 27, 2026 |
|---|
| Document Tampering Localization | 9 | 2 | Jun 23, 2026 |
|---|
| Bird's eye view object detection | 9 | 23 | Mar 31, 2026 |
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| Heart Segmentation | 9 | 3 | May 12, 2026 |
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| Breast cancer detection | 9 | 4 | Feb 21, 2026 |
|---|
| Distance Estimation | 9 | 5 | Jul 8, 2026 |
|---|
| Local Feature Matching | 9 | 5 | Jun 9, 2026 |
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| Multispectral Image Reconstruction | 9 | 1 | Feb 18, 2026 |
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| Reading Order Prediction | 9 | 2 | Jul 2, 2026 |
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| 3D Hand-Object Reconstruction | 9 | 7 | Apr 15, 2026 |
|---|
| Geometric Matching | 9 | 7 | Feb 22, 2026 |
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| Action Retrieval | 9 | 7 | Jul 3, 2026 |
|---|