IMDB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IMDB (IID)
91.69Accuracy
8
IMDb
0.174C3 Truthful Gap
8
IMDB
90.69Accuracy
8
IMDb 25k (test)
87.24Accuracy
8
IMDB 136 LFs (test)
86.72F1 Score
8
IMDB-MULTI social network (10-fold cross-validation)
52.3Accuracy
8
IMDb 20 examples (test)
4.2Error Rate
8
IMDB
52F1-score
7
IMDB Class unlearning (Drt)
93.35Accuracy
7
IMDB Class unlearning (Dr)
100Accuracy
7
IMDB Sample unlearning (Dt)
93.35Accuracy
7
IMDB Sample unlearning (Dr)
99.99Accuracy
7
IMDB labeled holdout IM (test)
96.6AUPC
7
IMDB d=128
82.02Accuracy (%)
7
IMDB (test)
86.1Validity
7
IMDB
86.1Validity
7
IMDB
46.8CTC Score
7
IMDB
38.27Accuracy
7
IMDB Binary 85/15 stratified (train-test)
69.93Accuracy
7
IMDB-M
96Validity
7
IMDB 136 LFs (test)
0.867F1 Score
7
IMDB full dataset (25k labeled) (test)
0.966Accuracy
7
IMDB
0.001MSE
7
IMDB
48.3Accuracy
7
IMDB
89.5Accuracy
6