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BIWI

아카이브 평가 29건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
TRG (w/ 300WLP)	MAE (trained with other data) 2.75 Geodesic Error - aligned (GE) 5.68 MAE_t 12.97	6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry 2024-07-19	코드 1
TRG	MAE (trained with other data) 2.89 Geodesic Error - aligned (GE) 5.35 MAE_t 14.31	6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry 2024-07-19	코드 1
PerspNet	MAE (trained with other data) 2.95 Geodesic Error - aligned (GE) 5.5 MAE_t 19.09	Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular Image 2022-05-09	코드 1
6DRepNet360	MAE (trained with other data) 3.39 MAEV 4.85	Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation 2023-09-14	코드 1 · 코드 2
6DRepNet	MAE (trained with BIWI data) 2.66 MAE (trained with other data) 3.47	6D Rotation Representation For Unconstrained Head Pose Estimation 2022-02-25	코드 1 · 코드 2
WHENet-V	MAE (trained with other data) 3.48	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose 2020-05-20	코드 1 · 코드 2 · 코드 3 · 코드 4
LSR	MAE (trained with other data) 3.519	2D Image head pose estimation via latent space regression under occlusion settings 2023-11-10	코드 1
OpNet	MAE (trained with other data) 3.57 Geodesic Error (GE) 7.01 MAE-aligned (trained with other data) 2.65 Geodesic Error - aligned (GE) 4.72	On the power of data augmentation for head pose estimation 2024-07-07	코드 1
MNN	MAE (trained with other data) 3.66	Multi-task head pose estimation in-the-wild 2020-12-22	코드 1
img2pose	MAE (trained with other data) 3.786 Geodesic Error (GE) 7.10 MAE-aligned (trained with other data) 3.4 Geodesic Error - aligned (GE) 6.23	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation 2020-12-14	코드 1 · 코드 2
WHENet	MAE (trained with other data) 3.81	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose 2020-05-20	코드 1 · 코드 2 · 코드 3 · 코드 4
SRHP-6D	MAE (trained with other data) 3.98 Geodesic Error (GE) 7.30 MAE-aligned (trained with other data) 3.21 Geodesic Error - aligned (GE) 5.48	On the representation and methodology for wide and short range head pose estimation 2024-01-11	코드 1
FSA-Net (Caps-Fusion)	MAE (trained with other data) 4.00 Geodesic Error (GE) 7.64 MAE-aligned (trained with other data) 2.92 Geodesic Error - aligned (GE) 5.36	FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image 2019-06-01	코드 1
SRHP-Euler	MAE (trained with other data) 4.13 Geodesic Error (GE) 7.49 MAE-aligned (trained with other data) 3.16 Geodesic Error - aligned (GE) 5.42	On the representation and methodology for wide and short range head pose estimation 2024-01-11	코드 1
PADACO	MAE (trained with other data) 4.13	Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces 2019-10-01	연결 없음
DDD-Pose	MAE (trained with BIWI data) 2.80 MAE (trained with other data) 4.52	A Data-Driven Approach to Improve 3D Head-Pose Estimation 2022-01-01	연결 없음
RetinaFace R-50 (5 points)	MAE (trained with other data) 4.578	img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation 2020-12-14	코드 1 · 코드 2
hopenet	MAE (trained with other data) 4.89 Geodesic Error (GE) 9.53 MAE-aligned (trained with other data) 3.48 Geodesic Error - aligned (GE) 6.6	Fine-Grained Head Pose Estimation Without Keypoints 2017-10-02	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14
FAN (12 points)	MAE (trained with other data) 7.882	How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) 2017-03-21	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
KEPLER	MAE (trained with other data) 13.852	KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors 2017-02-16	연결 없음
3DDFA	MAE (trained with other data) 19.068	Face Alignment Across Large Poses: A 3D Solution 2015-11-23	연결 없음
VGGNet-RNN	MAE (trained with BIWI data) 1.413	Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network 2017-07-01	연결 없음
Direct Regression	MAE (trained with BIWI data) 2.54	Deep Ordinal Regression with Label Diversity 2020-06-29	코드 1
Hybrid Coarse-Fine	MAE (trained with BIWI data) 3.0174	Hybrid coarse-fine classification for head pose estimation 2019-01-21	코드 1
EHPNet	MAE (trained with BIWI data) 3.43	An Effective Deep Network for Head Pose Estimation without Keypoints 2022-10-25	연결 없음
DAD-3DNet	MAE (trained with BIWI data) 3.98	DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image 2022-04-07	코드 1
2DCube	MAE (trained with BIWI data) 4.31	An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation 2022-12-07	연결 없음
Multi-Loss ResNet50	MAE (trained with BIWI data) 4.895	Fine-Grained Head Pose Estimation Without Keypoints 2017-10-02	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14
6DRepNet	MAEV 5.32	Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation 2023-09-14	코드 1 · 코드 2