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SotA/Methodology/3D/WIDER Face (Hard)

3D on WIDER Face (Hard)

Metric: AP (higher is better)

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#Model↕AP▼AugmentationsPaperDate↕Code
1TinaFace(ResNet-50)0.934NoTinaFace: Strong but Simple Baseline for Face De...2020-11-26Code
2Poly-NL(ResNet-50)0.9276NoPoly-NL: Linear Complexity Non-local Layers with...2021-07-06-
3ASFD-D60.925NoASFD: Automatic and Scalable Face Detector2022-01-26-
4RetinaFace+Lpts+Lpixel0.91857NoRetinaFace: Single-stage Dense Face Localisation...2019-05-02Code
5AInnoFace0.912NoAccurate Face Detection for High Performance2019-05-05-
6DupNet-L+PACT0.906NoDupNet: Towards Very Tiny Quantized CNN with Imp...2019-11-13-
7DSFD0.9NoDSFD: Dual Shot Face Detector2018-10-24Code
8+ DH + HIM0.897NoRobust Face Detection via Learning Small Faces o...2018-11-28Code
9FDNet0.896NoFace Detection Using Improved Faster RCNN2018-02-06-
10SRN0.896NoSelective Refinement Network for High Performanc...2018-09-07Code
11PyramidBox0.889NoPyramidBox: A Context-assisted Single Shot Face ...2018-03-21Code
12Face R-FCN0.876NoDetecting Faces Using Region-based Fully Convolu...2017-09-14Code
13MogFace (HCAM)0.874NoMogFace: Towards a Deeper Appreciation on Face D...2021-03-20Code
14CenterFace0.873NoCenterFace: Joint Face Detection and Alignment U...2019-11-09Code
15MogFace (Ali-AMS)0.873NoMogFace: Towards a Deeper Appreciation on Face D...2021-03-20Code
16WSMA-Seg0.8723NoSegmentation is All You Need2019-04-30-
17DSFD (RFB)0.872NoDSFD: Dual Shot Face Detector2018-10-24Code
18YOLOv5x60.8655NoYOLO5Face: Why Reinventing a Face Detector2021-05-27Code
19YOLOv5l60.8588NoYOLO5Face: Why Reinventing a Face Detector2021-05-27Code
20SCRFD-34GF0.8529NoSample and Computation Redistribution for Effici...2021-05-10Code
21S3FD(F+S+M)0.852NoS$^3$FD: Single Shot Scale-invariant Face Detector2017-08-17Code
22YOLOv5m0.852NoYOLO5Face: Why Reinventing a Face Detector2021-05-27Code
23EXTD0.85NoEXTD: Extremely Tiny Face Detector via Iterative...2019-06-15Code
24YOLOv5l0.845NoYOLO5Face: Why Reinventing a Face Detector2021-05-27Code
25img2pose0.839Noimg2pose: Face Alignment and Detection via 6DoF,...2020-12-14Code
26SCRFD-10GF0.8305NoSample and Computation Redistribution for Effici...2021-05-10Code
27YOLOv5s0.828NoYOLO5Face: Why Reinventing a Face Detector2021-05-27Code
28Massively-large receptive fields0.823NoFinding Tiny Faces2016-12-13Code
29MSCNN0.809NoA Unified Multi-scale Deep Convolutional Neural ...2016-07-25Code
30SCRFD-2.5GF0.7787NoSample and Computation Redistribution for Effici...2021-05-10Code
31LFFD0.77NoLFFD: A Light and Fast Face Detector for Edge De...2019-04-24Code
32RNNPool-Face-C0.7NoRNNPool: Efficient Non-linear Pooling for RAM Co...2020-02-27Code
33SCRFD-0.5GF0.6851NoSample and Computation Redistribution for Effici...2021-05-10Code
34CMS-RCNN0.643NoCMS-RCNN: Contextual Multi-Scale Region-based CN...2016-06-17-
35Multitask Cascade CNN0.607NoJoint Face Detection and Alignment using Multi-t...2016-04-11Code
36LDCF+0.564NoTo Boost or Not to Boost? On the Limits of Boost...2017-01-06-
37FD-CNN0.51No---
38Multiscale Cascade CNN0.4YesWIDER FACE: A Face Detection Benchmark2015-11-20Code
39Faceness-WIDER0.315NoWIDER FACE: A Face Detection Benchmark2015-11-20Code
40Two-stage CNN0.304NoWIDER FACE: A Face Detection Benchmark2015-11-20Code
41ACF-WIDER0.29NoAggregate channel features for multi-view face d...2014-07-15-