Table 1 Comparison of the SynthSoM dataset and the existing datasets.
Dataset | Comm. | Sensing | Air-Ground Multi-Link | Weather | Time | Type | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Radar | RGB | Depth Map | LiDAR | Cooperative Scenario | Sunny | Rainy | Snowy | ||||
KITTI17 | × | × | ✓ | ✓ | ✓ | × | ✓ | × | × | × | Meas. |
DeepSense 6G18 | Limited | ✓ | ✓ | × | ✓ | × | ✓ | ✓ | × | ✓ | Meas. |
SDCD19 | × | × | ✓ | ✓ | × | × | ✓ | ✓ | ✓ | ✓ | Synth. |
ViWi20 | Limited | × | ✓ | ✓ | ✓ | × | ✓ | × | × | × | Synth. |
M3SC21 | Limited | ✓ | ✓ | ✓ | ✓ | × | ✓ | ✓ | ✓ | ✓ | Synth. |
SynthSoM | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | Synth. |