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Text Classification Explanation on IMDB (test)

0.178Delta Acc (Top-1)SHAP
0.000160.046330.09250.13867Dec 4, 2025

Evaluation results

MethodLinks
SHAPBackbone=LSTM2025.120.1780.6630.8950.969
MASEBackbone=LSTM2025.120.1740.6460.8170.876
MASE_SparseBackbone=LSTM2025.120.1710.6430.8180.866
LIMEBackbone=LSTM2025.120.0710.1130.1750.214
MASE SparseBackbone=BERT2025.120.0540.230.3220.39
MASE SparseBackbone=BERT2025.120.0540.230.3220.39
PIBackbone=LSTM2025.120.0530.1030.1530.191
MASEBackbone=BERT2025.120.0520.2160.3220.396
MASEBackbone=BERT2025.120.0520.2160.3220.396
LIMEBackbone=BERT2025.120.0450.0550.0610.062
LIMEBackbone=BERT2025.120.0450.0550.0610.062
Grad*Backbone=LSTM2025.120.0360.1630.2580.367
SHAPBackbone=BERT2025.120.0330.1170.1710.219
SHAPBackbone=BERT2025.120.0330.1170.1710.219
Grad*Backbone=BERT2025.120.0240.0970.1290.147
Grad*Backbone=BERT2025.120.0240.0970.1290.147
RandomBackbone=LSTM2025.120.0150.0630.1160.158
PIBackbone=BERT2025.120.0090.0320.0470.05
PIBackbone=BERT2025.120.0090.0320.0470.05
RandomBackbone=BERT2025.120.0070.0230.0390.047
RandomBackbone=BERT2025.120.0070.0230.0390.047