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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 Human Reconstruction (Shaded Front) | 1 | 1 | Feb 18, 2026 | |
| Object Recognition (Cross-Validation) | 1 | 1 | Feb 18, 2026 | |
| Semantic keypoint transfer | 1 | 3 | Feb 18, 2026 | |
| 3D Gesture Generation | 1 | 1 | Feb 27, 2026 | |
| Image Classification (Training) | 1 | 1 | Feb 18, 2026 | |
| Medical Image Report Labeling | 1 | 1 | Feb 18, 2026 | |
| Spatial position prediction | 1 | 1 | Feb 18, 2026 | |
| Sketch Segmentation | 1 | 1 | Feb 18, 2026 | |
| Semantic Sketch Segmentation |
| 1 |
| 2 |
| Jun 11, 2026 |
| Action and Object State Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Muscle Tendon Junction Tracking | 1 | 2 | Feb 18, 2026 |
|---|
| Referring expression detection | 1 | 1 | Feb 27, 2026 |
|---|
| Unseen Combination Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Artistic Style Transfer Visual Appeal Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Image Categorization | 1 | 1 | Feb 18, 2026 |
|---|
| Widget Captioning | 1 | 4 | Feb 18, 2026 |
|---|
| Video Novelty Detection | 1 | 1 | Feb 18, 2026 |
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| Implausibility heatmap prediction | 1 | 1 | Feb 18, 2026 |
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| Face Completion | 1 | 1 | Feb 18, 2026 |
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| Corrupted Image Classification and OOD Detection | 1 | 1 | Feb 18, 2026 |
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| Omnidirectional Stereo Disparity Estimation | 1 | 1 | Feb 18, 2026 |
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| Dynamic Scene Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Indoor Lighting Estimation | 1 | 1 | Feb 18, 2026 |
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| 3D Multi-Object Tracking (Pedestrian) | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Vehicle Re-identification | 1 | 1 | Feb 18, 2026 |
|---|