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OpenDAS
OpenPCDet
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050dd0db
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050dd0db
authored
Sep 05, 2022
by
Cedarch
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update readme of MPPNet
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ae2dc0a7
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docs/guidelines_of_approaches/mppnet.md
docs/guidelines_of_approaches/mppnet.md
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docs/guidelines_of_approaches/mppnet.md
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050dd0db
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@@ -66,8 +66,8 @@ The default parameters in mppnet_e2e_memorybank_inference.yaml is for 4-frame an
## Performance
| Model | Vec_L1 | Vec_L2 | Ped_L1 | Ped_L2 | Cyc_L1 | Cyc_L2 |
|:---------------------------------------------:|:----------:|:-------:|:-------:|:-------:|:-------:|:-------:|
|
[
centerpoint_4frame
](
tools/cfgs/waymo_models/centerpoint_4frames.yaml
)
| 76.71/76.17 | 69.13/68.63 | 78.88/75.55 | 71.73/68.61 | 73.73/72.96 | 71.63/70.89 |
|
[
mppnet_4frame
](
tools/cfgs/waymo_models/mppnet_4frame.yaml
)
| 81.54/81.06 | 74.07/73.61 | 84.56/81.94 | 77.20/74.67 | 77.15/76.50 | 75.01/74.38 |
|
[
mppnet_16frame
](
tools/cfgs/waymo_models/mppnet_16frame.yaml
)
| 82.74/82.28 | 75.41/74.96 | 84.69/82.25 | 77.43/75.06 | 77.28/76.66 | 75.13/74.52 |
|
[
centerpoint_4frame
s
](
../../
tools/cfgs/waymo_models/centerpoint_4frames.yaml
)
| 76.71/76.17 | 69.13/68.63 | 78.88/75.55 | 71.73/68.61 | 73.73/72.96 | 71.63/70.89 |
|
[
mppnet_4frame
s
](
../../
tools/cfgs/waymo_models/mppnet_4frame
s
.yaml
)
| 81.54/81.06 | 74.07/73.61 | 84.56/81.94 | 77.20/74.67 | 77.15/76.50 | 75.01/74.38 |
|
[
mppnet_16frame
s
](
../../
tools/cfgs/waymo_models/mppnet_16frame
s
.yaml
)
| 82.74/82.28 | 75.41/74.96 | 84.69/82.25 | 77.43/75.06 | 77.28/76.66 | 75.13/74.52 |
The reported performance of MPPNet is trained with 6 epoch with
`USE_ROI_AUG`
and
`USE_TRAJ_AUG`
flags enabled.
\ No newline at end of file
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