Depth Completion on Depth Completion 320x240 (test)
924.07RMSEToFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| ToFormerResolution=320x240, Hardware=RTX 3090, Params=7.61, FLOPs=112.84, Runtime=35.62026.03 | 924.07 | |
| ToFormerResolution=320x240, Hardware=Jetson Orin NX, Params=7.61, FLOPs=112.84, Runtime=106.22026.03 | 924.07 | |
| PENetResolution=320x240, Hardware=RTX 3090, Params=131.92, FLOPs=156.16, Runtime=329.82026.03 | 949.98 | |
| CFormerResolution=320x240, Hardware=RTX 3090, Params=82.51, FLOPs=172.08, Runtime=159.62026.03 | 987.86 | |
| NLSPNResolution=320x240, Hardware=RTX 3090, Params=26.23, FLOPs=219.01, Runtime=22.62026.03 | 1,033.02 | |
| DySPNResolution=320x240, Hardware=RTX 3090, Params=26.80, FLOPs=233.55, Runtime=55.42026.03 | 1,058.74 | |
| MDANetResolution=320x240, Hardware=RTX 3090, Params=3.04, FLOPs=86.27, Runtime=134.72026.03 | 1,102.83 | |
| BP-NetResolution=320x240, Hardware=RTX 3090, Params=89.87, FLOPs=275.46, Runtime=218.02026.03 | 1,180.48 | |
| LRRUResolution=320x240, Hardware=RTX 3090, Params=20.84, FLOPs=323.74, Runtime=45.52026.03 | 1,200.87 | |
| DFUResolution=320x240, Hardware=RTX 3090, Params=25.47, FLOPs=291.15, Runtime=120.72026.03 | 1,205.85 | |
| OMNI-DCResolution=320x240, Hardware=RTX 3090, Params=416.84, FLOPs=1750.58, Runtime=195.52026.03 | 1,902.78 |