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ResearchFormerly WizWand

Reading goal decoding on OneStop Eye Movements New Item & Participant (val)

89.6AccuracyLogistic Ensemble
48.41659.10869.880.492Oct 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Logistic Ensemble2024.1089.6
ROBERTa-Eye-FGaze Representation=Fixations, Text Representation=Emb+LF2024.1088.7
PostFusion-EyeGaze Representation=Fixations, Text Representation=Emb+LF2024.1087.8
ViTGaze Representation=Image of Scanpath2024.1067.4
BEyeLSTMGaze Representation=Fixations, Text Representation=LF2024.1066.1
ConvNext v2Gaze Representation=Image of Scanpath2024.1065.3
ROBERTa-Eye-WGaze Representation=Words, Text Representation=Emb+LF2024.1065.2
BEyeLSTM - No TextGaze Representation=Fixations2024.1065.1
Haller RNNGaze Representation=Fixations, Text Representation=Emb2024.1063.4
Log. RegressionGaze Representation=Global2024.1061
Reading Time2024.1060.4
PLM-ASGaze Representation=Fixations Order, Text Representation=Emb2024.1058.6
EyettentionGaze Representation=Fixations, Text Representation=Emb+LF2024.1058.6
MAG-EyeGaze Representation=Words, Text Representation=Emb+LF2024.1052.6
Majority Class / Chance2024.1050