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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 |
|---|---|---|---|---|
| Dense Instance Segmentation | 1 | 1 | Feb 18, 2026 | |
| Multi-camera geometry prediction | 1 | 1 | Feb 18, 2026 | |
| Watermark Purification | 1 | 1 | Feb 18, 2026 | |
| Image-only low-shot recognition | 1 | 1 | Feb 18, 2026 | |
| Probe flipping classification | 1 | 1 | Mar 30, 2026 | |
| Occlusion Prediction | 1 | 1 | Feb 18, 2026 | |
| Region-controlled text-to-image generation | 1 | 1 | Feb 18, 2026 | |
| Dense foot contact estimation | 1 | 1 | Feb 18, 2026 | |
| Joint-level foot contact estimation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Detection generation | 1 | 1 | Mar 30, 2026 |
|---|
| Nanoparticles distribution prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Neural Scene Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Spectral Reconstruction from RGB Images | 1 | 1 | Feb 18, 2026 |
|---|
| Object Structure Preservation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-weather Image Transformation | 1 | 1 | Feb 18, 2026 |
|---|
| MSI Status Classification | 1 | 1 | Feb 18, 2026 |
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| Spatio-temporal Video Question Answering | 1 | 1 | Feb 18, 2026 |
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| Multimodal Dental Image Analysis | 1 | 1 | Feb 18, 2026 |
|---|
| High-Resolution Salient Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| RSSI Prediction | 1 | 1 | Feb 18, 2026 |
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| Left sideswipe collision generation | 1 | 1 | Feb 18, 2026 |
|---|
| Open Vocabulary Mobile Manipulation (OVMM) | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Affordance Keypoint Detection | 1 | 1 | Feb 18, 2026 |
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| Noisy MNIST classification | 1 | 1 | Feb 18, 2026 |
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| Video Encoding Rate-Distortion Optimization | 1 | 1 | Feb 18, 2026 |
|---|