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Event-based object detection on Automotive Detection Gen1

35mAP (.5:.05:.95)Proposed
14.219.62530.4Mar 15, 2024

Evaluation results

MethodLinks
ProposedType=Hybrid, Params=6.6M2024.0335
Events-RetinaNetType=ANN, Params=33M2024.0334
RVT-B W/O LSTMType=Transformer, Params=16.2M*2024.0332
RRC-EventsType=ANN, Params=> 100M*2024.0331
Inception + SSDType=ANN, Params=> 60M*2024.0330
E2Vid-RetinaNetType=ANN, Params=44M2024.0327
AEGNNType=GNN, Params=20M2024.0316
SparseConvType=ANN, Params=133M2024.0315