IMDB
Benchmarks
TaskDatasetSOTA resultTrendResults
IMDB-B
86.8Accuracy
455
IMDB-M
79.4Accuracy
434
IMDB (test)
97.42Accuracy
306
IMDB
0.675Macro F1 Score
211
IMDB-B
80.5Mean Accuracy
181
IMDB MULTI
64.2Accuracy
168
IMDB-BINARY
81.2Accuracy
156
IMDB-B (test)
77.8Accuracy
155
IMDB-B (10-fold cross-validation)
81.86Accuracy
155
IMDB (test)
0.065Error Rate
144
IMDB
96.2Accuracy
141
IMDB-M (10-fold cross-validation)
57.31Accuracy
91
IMDB (test)
66.71Macro F1 Score
86
IMDB (test)
95.38Accuracy
81
IMDB (test)
96.8CA
81
IMDB
95.79Accuracy
77
IMDB
97.44Accuracy
73
IMDB
77.7Accuracy
64
IMDB
90.2Micro F1
64
IMDB
100Accuracy
62
IMDb (test)
0.018L2 Norm Error
56
IMDB synthetic noise (test)
92.98Accuracy
50
IMDB
84.4Recall@1
48
IMDB (test)
96.8Average Accuracy
43
IMDB
0.987AUC
42