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Future Instance Segmentation on Lyft L5 AV (val)

56.9IoUStreamingFlow-tiny
22.78831.64440.549.356Feb 19, 2023

Evaluation results

MethodLinks
StreamingFlow-tiny2023.0256.955.978.171.6
BEVFusion-tinyimage_encoder=LSS-based, pillar_encoder=pillar-based, note=reproduced by the authors2023.0254.655.77871.4
FIERYnote=reported in [9]2023.0236.327.2——
ST-P32023.0236.332.471.145.5
Extrapolation modelnote=reported in [9]2023.0224.821.2——
Staticnote=reported in [9]2023.0224.120.7——