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Benchmarks
Long-document Classification on IMDB (test)
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0.8861
Accuracy
Vanilla LSTM
0.854692
0.862846
0.871
0.879154
Dec 6, 2025
Accuracy
Macro Precision
Macro Recall
Macro F1
ROC AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro Precision
Macro Recall
Macro F1
ROC AUC
Vanilla LSTM
Params (M)=27.83, Mode...
2025.12
0.8861
0.8861
0.8861
0.8861
0.952
QL-LSTM
Params (M)=15.47, Mode...
2025.12
0.8783
0.8791
0.8783
0.8782
0.9483
GRU
Params (M)=27.31, Mode...
2025.12
0.8777
0.8779
0.8777
0.8777
0.9464
BiLSTM
Params (M)=29.94, Mode...
2025.12
0.8559
0.8559
0.8559
0.8559
0.9319
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