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SOTA
Object Detection
Object Detection On Waterscenes
Object Detection On Waterscenes
Metrics
mAP@50-95
Results
Performance results of various models on this benchmark
Columns
Model Name
mAP@50-95
Paper Title
YOLOv8-M
59.2
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces
YOLOX-M
57.8
YOLOX: Exceeding YOLO Series in 2021
Achelous-MV-GDF-S2
56.0
Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave Radar
Faster R-CNN
47.8
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces
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Object Detection On Waterscenes | SOTA | HyperAI