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ResearchFormerly WizWand

Reading goal decoding on OneStop Eye Movements New Item & Participant 1.0

88.2AccuracyROBERTa-Eye-F
48.47258.78669.179.414Oct 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ROBERTa-Eye-FGaze Representation=Fixations, Text Representation=Emb+LF2024.1088.2
Logistic EnsembleGaze Representation=None, Text Representation=None2024.1088
PostFusion-EyeGaze Representation=Fixations, Text Representation=Emb+LF2024.1086
ViTGaze Representation=Scanpath Image, Text Representation=None2024.1064.4
ConvNext v2Gaze Representation=Scanpath Image, Text Representation=None2024.1064
BEyeLSTMGaze Representation=Fixations, Text Representation=LF2024.1062.2
ROBERTa-Eye-WGaze Representation=Words, Text Representation=Emb+LF2024.1062
BEyeLSTMGaze Representation=Fixations, Text Representation=None2024.1061.5
Log. RegressionGaze Representation=Global, Text Representation=None2024.1060.8
Haller RNNGaze Representation=Fixations, Text Representation=Emb2024.1060.8
Reading TimeGaze Representation=None, Text Representation=None2024.1060.4
PLM-ASGaze Representation=Fixations Order, Text Representation=Emb2024.1057.5
EyettentionGaze Representation=Fixations, Text Representation=Emb+LF2024.1055.4
MAG-EyeGaze Representation=Words, Text Representation=Emb+LF2024.1051.5
Majority Class / ChanceGaze Representation=None, Text Representation=None2024.1050