Face Detection

Benchmarks

Dataset Name	SOTA Method	Metric
WIDER FACE (val)	RefineFace	mAP (Easy)97.2	62	1mo ago
WiderFace (test)	ASFD-D6	AP (easy)96.7	33	1mo ago
WIDER FACE 1 (val)	YOLOv5x6	Detection Score (Easy)96.67	19	1mo ago
FF++ O		F1-score100	15	1mo ago
LFW		F1 Score100	15	1mo ago
CelebA		F1-score100	15	1mo ago
WIDERFACE Hard	SSH	mAP84.5	15	1mo ago
WIDERFACE Easy	SSH	mAP93.1	15	1mo ago
FDDB	Tiny-YOLO	Recall @ 1% FPPI92	14	1mo ago
DARK FACE (test)	Fine-tuned DAI-Net	mAP52.9	13	1mo ago
WIDER FACE 17 (val)	Quantized RetinaFace	AP (Easy)90.72	10	1mo ago
Pvt-IDD anonymized faces (test)		Precision94	8	1mo ago
Pvt-IDD real faces (test)		Precision87	8	1mo ago
DCM 772 Faces (test)	Teacher-Student	AP82.45	8	1mo ago
Manga 109 Faces (test)	XL Model w/ All Images	AP87.88	8	1mo ago
iCartoonFace (test)	ACFD	AP90.94	8	1mo ago
DARK FACE (val)	DAI-Net	mAP57	7	1mo ago
UG2+ DARK FACE (test)	MAET (w ort)	mAP0.558	7	1mo ago
WIDER FACE <= 3 faces (val)	RNNPool-Face-C	mAP (Easy)0.95	7	1mo ago
4D-OR simulated surgeries	Iter-Score	Precision82.91	6	1mo ago
Our dataset of real surgeries	Iter-Score	Precision89.51	6	1mo ago
MALF (test)	RSA+LRN	Latency (ms)16.38	4	1mo ago
FDDB (test)	RSA+LRN	Latency (ms)11.24	4	1mo ago
AFW (test)	RSA+LRN	Speed (ms)13.95	4	1mo ago
MAFA (test)	FAN	mAP88.3	4	1mo ago

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