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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 |
|---|---|---|---|---|
| Speech Prompted Semantic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Image Inversion and Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Image Semantic Editing | 1 | 2 | Feb 18, 2026 | |
| ObjectNav (Label goal) | 1 | 1 | Feb 18, 2026 | |
| Image Inversion and Editing | 1 | 1 | Feb 18, 2026 | |
| Face Animation | 1 | 1 | Mar 5, 2026 | |
| Carotid plaque classification | 1 | 1 | Mar 5, 2026 | |
| ObjectNav (Sketch goal) | 1 |
| 1 |
| Feb 18, 2026 |
| Face Attribute Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Patch-level Visual Referring Prompting (VPR) | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Audio goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Patch-level Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| IMAGECODE | 1 | 1 | Feb 18, 2026 |
|---|
| ViewNav (Edgemap goal) | 1 | 1 | Feb 18, 2026 |
|---|
| Robotic Reasoning | 1 | 1 | Feb 18, 2026 |
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| 3D Vehicle Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| ObjectNav (Label) | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Query | 1 | 1 | Feb 18, 2026 |
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| ObjectNav (Sketch) | 1 | 1 | Feb 18, 2026 |
|---|
| Object-level 3D Anomaly Detection | 1 | 2 | Mar 27, 2026 |
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| Pixel-level Spatial Control (HED) | 1 | 1 | Feb 18, 2026 |
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| Pixel-level Spatial Control (Depth) | 1 | 1 | Feb 18, 2026 |
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| Robot Table Tennis Return | 1 | 1 | Feb 18, 2026 |
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| Pose and Shape Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Single-image to 3D | 1 | 1 | Feb 18, 2026 |
|---|