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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 Texture Editing | 3 | 2 | Feb 20, 2026 | |
| Scene Reconstruction and Uncertainty Quantification | 3 | 1 | Apr 1, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 | |
| Backchannel | 3 | 4 | Jun 18, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Deep Image Steganography | 3 | 1 | Feb 19, 2026 | |
| Antenna-PCI matching | 3 |
| 1 |
| Feb 19, 2026 |
| Human Body Pose Estimation | 3 | 1 | Feb 19, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Customized Virtual Try-On | 3 | 1 | Feb 19, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-image Multi-modal Understanding | 3 | 1 | Feb 19, 2026 |
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| Hazard Detection | 3 | 2 | May 19, 2026 |
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| Demosaicking | 3 | 1 | Feb 18, 2026 |
|---|
| Video Multi-modal Understanding | 3 | 1 | Feb 19, 2026 |
|---|
| Concurrent IDM/OOD detection | 3 | 1 | Feb 18, 2026 |
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| Blind Image Denoising | 3 | 3 | Feb 18, 2026 |
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| Compositional Hallucination Evaluation | 3 | 1 | Feb 19, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| Long-form Medical Question Answering | 3 | 1 | Feb 18, 2026 |
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| Metric Cross-View Geo-Localization | 3 | 2 | Mar 31, 2026 |
|---|