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Hailo-8L: 39 benchmark rows, 18% measured.

Method v1.0 · dataset 2026-09-07 · verified 2026-09-07 · last updated September 2026

7 of 39 rows are measured and published (class C); the rest are EdgeAIStack-derived (class D). 13 model families. Precisions: INT8 (39). Runtimes: hailo sdk (39). Tasks: detection (20), classification (4), pose (6), segmentation (9).

Family × precision: best value

The fastest matching row per family and precision (fps, or tokens/s for language models), with its evidence class. Click a cell for the full breakdown.

FamilyINT8
DETR23.4 fps D
MobileNet2565 fps D
MobileNetV21738 fps D
ResNet172 fps C
SSD MobileNet356 fps D
YOLO11157 fps D
YOLO11151 fps D
YOLO11129 fps D
YOLOv5124 fps D
YOLOv5145 fps D
YOLOv865 fps C
YOLOv8195 fps D
YOLOv8168 fps D

Every model on Hailo-8L

DETR Resnet18
DETR · resnet18
MobileNet Ssd Mobilenet V1
MobileNet · ssd-mobilenet-v1
MobileNetv1
MobileNet · v1
MobileNetv2
MobileNet · v2
MobileNetV2v2
MobileNetV2 · v2
ResNet50
ResNet · 50
SSD MobileNetv1
SSD MobileNet · v1
SSD MobileNetv2
SSD MobileNet · v2
YOLO11l
YOLO11 · l
YOLO11m
YOLO11 · m
YOLO11n
YOLO11 · n
YOLO11s
YOLO11 · s
YOLO11x
YOLO11 · x
YOLO11m
YOLO11 · m
YOLO11n
YOLO11 · n
YOLO11s
YOLO11 · s
YOLO11m
YOLO11 · m
YOLO11n
YOLO11 · n
YOLO11s
YOLO11 · s
YOLOv5m
YOLOv5 · m
YOLOv5s
YOLOv5 · s
YOLOv5m
YOLOv5 · m
YOLOv5n
YOLOv5 · n
YOLOv5s
YOLOv5 · s
YOLOv8l
YOLOv8 · l
YOLOv8m
YOLOv8 · m
YOLOv8n
YOLOv8 · n
YOLOv8s
YOLOv8 · s
YOLOv8x
YOLOv8 · x
YOLOv8m
YOLOv8 · m
YOLOv8n
YOLOv8 · n
YOLOv8s
YOLOv8 · s
YOLOv8m
YOLOv8 · m
YOLOv8n
YOLOv8 · n
YOLOv8s
YOLOv8 · s

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