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Gaze Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
Gaze360 (test)	ST-WSGE (GaT)	MAE (All 360°)13.19	40	4d ago
Neural 3D Gaze	GVnet	Gaze Vector Error0.94	23	4d ago
EYEDIAP (E) (test)	GazeFormer-MoE	Mean Gaze Error (degrees)3.22	15	4d ago
MPIIFaceGaze M (test)	GazeFormer-MoE	Gaze Error (degrees)2.49	15	4d ago
MPIIFaceGaze (leave-one-subject-out)	L2CS-Net	Mean Angular Error3.92	13	4d ago
Gaze360 frontal face crops 1.0 (test)	Proposed Temporal Model (Gaze360)	Gaze Error (deg)10.1	12	4d ago
Gaze360 Front Facing	L2CS-Net	Mean Angular Error9.02	11	4d ago
MPIIGaze	Ours	Spearman Correlation (x)0.73	10	4d ago
Gaze360 G (test)	GazeFormer-MoE	Angular Error (degrees)10.16	10	4d ago
Gaze360 Face Vid (test)	SAM-LSTM	Mean Angular Error6.92	10	4d ago
Gaze360 Detectable faces	MCGaze	Mean Angular Error (°)10.02	10	4d ago
EDIAP (test)		MAE (Img)7.1	8	4d ago
MPII (test)	ST-WSGE (GaT)	Mean Angular Error6.43	8	4d ago
IVGaze	GazeDPTR	Angular Error6.71	8	4d ago
GOO-Synth 1.0 (test)	GaTector	AUC0.957	8	4d ago
MPIIGaze	CNN with UnityEyes Refined Images	Mean Error (deg)7.8	8	4d ago
EVE (test)	ST-Gaze	Angular Error (°)2.58	5	4d ago
ETH-XGaze Et (test)	GazeFormer-MoE	Gaze Error (degrees)1.44	5	4d ago
GazeCapture iPhones (test)	Calibration	Mean Euclidean Distance (cm)1.439	5	4d ago
Gaze360 Face 40 Img (test)	ST-WSGE (GaT)	Mean Angular Error8.3	4	4d ago
Gaze360 Face 180 Img (test)		Mean Angular Error10.16	4	4d ago
GazeCapture iPhones (val)	Inception	Mean Euclidean Distance (cm)1.59	4	4d ago
Neck-mounted Gaze Dataset fixation frames 1.0 (test)	GLC + Aux Classifier	F1 Score46.1	3	4d ago
Gaze360 (All360°)	MCGaze	Angular Error12.96	3	4d ago
Gaze360 Detectable faces Front facing	MCGaze	Mean Angular Error (°)7.57	3	4d ago

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