IMDB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IMDB (test)
6.734RMSE
12
IMDB Dt (test)
80.4Accuracy
11
IMDB (remaining Dr)
100Accuracy
11
IMDB Du (unlearning)
99.95Accuracy
11
IMDB binary sentiment (five random splits)
0.3NLL
11
IMDB 10 clients
85.23Accuracy
11
IMDB 3 clients
87.41Accuracy
11
IMDB M TU (unsupervised)
51.5Accuracy
11
IMDb (test)
99.7Sentiment Accuracy (Avg)
11
IMDB (val)
93.3Accuracy
11
IMDB 80% (train)
66Micro-F1
11
IMDB 5-shot
53.9F1 Score
10
IMDB semi-supervised (test)
62.23F1 Score
10
IMDB
53.09Macro F1
10
IMDB
67.36Accuracy
10
IMDB Urdu
91.15Macro F1
10
IMDB
89.1ROC-AUC
10
IMDb
46.75Distance
10
IMDb
91.63Dis. Score
10
IMDB (test)
83.27Accuracy @ Epoch 1
10
IMDB (test)
65Precision
10
IMDb
0.988Average Score
10
IMDB (test)
92.98Accuracy (20%S)
10
IMDB-BINARY (test)
1AR*
10
IMDB-BINARY (test)
1AR*
10