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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 |
|---|---|---|---|---|
| ViewNav (Edgemap goal) | 1 | 1 | Feb 18, 2026 | |
| Robotic Reasoning | 1 | 1 | Feb 18, 2026 | |
| 3D Vehicle Tracking | 1 | 1 | Feb 18, 2026 | |
| ObjectNav (Label) | 1 | 1 | Feb 18, 2026 | |
| Visual Query | 1 | 1 | Feb 18, 2026 | |
| ObjectNav (Sketch) | 1 | 1 | Feb 18, 2026 | |
| Object-level 3D Anomaly Detection | 1 | 2 | Mar 27, 2026 | |
| Pixel-level Spatial Control (HED) | 1 | 1 | Feb 18, 2026 | |
| Pixel-level Spatial Control (Depth) |
| 1 |
| 1 |
| Feb 18, 2026 |
| Robot Table Tennis Return | 1 | 1 | Feb 18, 2026 |
|---|
| Pose and Shape Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Single-image to 3D | 1 | 1 | Feb 18, 2026 |
|---|
| Category-level few-shot learning | 1 | 1 | Feb 18, 2026 |
|---|
| HDR Expansion | 1 | 1 | Feb 18, 2026 |
|---|
| Clock Reading | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-label Few-Shot Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Video Amodal Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Gesture Transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Motion-controlled video synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Vehicle map-view segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Out-of-context object detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Mitochondria Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Digital Radiograph Reconstruction (DRR) Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Open-set ObjectGoal Navigation | 1 | 5 | Apr 24, 2026 |
|---|
| 3D Object Alignment | 1 | 1 | Feb 18, 2026 |
|---|