SOTA Face Detection benchmarks and papers with code

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
DARK FACE (test)	Fine-tuned DAI-Net	mAP52.9	24	2mo ago
WIDER FACE 1 (val)	YOLOv5x6	Detection Score (Easy)96.67	19	4mo ago
FF++ O		F1-score100	15	4mo ago
LFW		F1 Score100	15	4mo ago
CelebA		F1-score100	15	4mo ago
WIDERFACE Hard	SSH	mAP84.5	15	4mo ago
WIDERFACE Easy	SSH	mAP93.1	15	4mo ago
FDDB	Tiny-YOLO	Recall @ 1% FPPI92	14	4mo ago
DarkFace	Self-DACE++ (Small)	AP (IoU=0.25)66.6	13	2mo ago
WIDER FACE 17 (val)	Quantized RetinaFace	AP (Easy)90.72	10	4mo ago
Pvt-IDD anonymized faces (test)		Precision94	8	4mo ago
Pvt-IDD real faces (test)		Precision87	8	4mo ago
DCM 772 Faces (test)	Teacher-Student	AP82.45	8	4mo ago
Manga 109 Faces (test)	XL Model w/ All Images	AP87.88	8	4mo ago
iCartoonFace (test)	ACFD	AP90.94	8	4mo ago
DARK FACE (val)	DAI-Net	mAP57	7	4mo ago
UG2+ DARK FACE (test)	MAET (w ort)	mAP0.558	7	4mo ago
WIDER FACE <= 3 faces (val)	RNNPool-Face-C	mAP (Easy)0.95	7	4mo ago
4D-OR simulated surgeries	Iter-Score	Precision82.91	6	4mo ago
Our dataset of real surgeries	Iter-Score	Precision89.51	6	4mo ago
Neonatal research (test)	InfantFace	AP5087	4	1mo ago
CelebA (test)	InfantFace	AP5096	4	1mo ago
VGGFace2 (test)	SCRFD	AP5099	4	1mo ago

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