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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 |
|---|---|---|---|---|
| Future Semantic Segmentation (Short-term) | 1 | 1 | Feb 18, 2026 | |
| Future Semantic Segmentation (Mid-term) | 1 | 1 | Feb 18, 2026 | |
| Anomaly Localization and Detection | 1 | 1 | Feb 18, 2026 | |
| Monocular Video Depth Estimation | 1 | 3 | Jun 26, 2026 | |
| Face Search | 1 | 4 | Feb 18, 2026 | |
| Depth-aware Panoptic Segmentation | 1 | 1 | Feb 18, 2026 | |
| GPS-to-image generation | 1 | 1 | Feb 18, 2026 | |
| Path detection classification | 1 | 1 | Feb 18, 2026 | |
| Depth Upsampling |
| 1 |
| 1 |
| Feb 18, 2026 |
| Scene Caption | 1 | 1 | Feb 18, 2026 |
|---|
| XR-QA | 1 | 1 | Feb 18, 2026 |
|---|
| Holistic Motion Generation | 1 | 2 | Apr 6, 2026 |
|---|
| XR-SceneCaption | 1 | 1 | Feb 18, 2026 |
|---|
| XR-EmbodiedPlanning | 1 | 1 | Feb 18, 2026 |
|---|
| Video Line Art Colorization | 1 | 1 | Feb 18, 2026 |
|---|
| Pixel-level Reasoning Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Image-driven Style Transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Novel View Synthesis and Depth Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| sRGB Noise Modeling | 1 | 2 | Feb 18, 2026 |
|---|
| Defense against toxic images | 1 | 1 | Feb 18, 2026 |
|---|
| Instance-wise part parsing | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-label Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Neuro-trauma Finding Detection | 1 | 1 | Feb 18, 2026 |
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| Sketch Colorization | 1 | 1 | Feb 18, 2026 |
|---|
| Photo-based avatar auto-creation | 1 | 1 | Feb 18, 2026 |
|---|