IMDB
Benchmarks
TaskDatasetSOTA resultTrendResults
IMDB
90Accuracy
4
IMDB Clean-B
1.5Mean Relative Absolute Error
4
IMDB mock sentiment GRUE (test)
0.611Sentiment Score
4
IMDB EP attack
98.8Precision
4
IMDb NegToPos (test)
62.4Success Rate
4
IMDb PosToNeg (test)
63.1Success Rate
4
ImDB (OOD)
85.34Accuracy
4
IMDB (test)
0.63Running Time (s)
4
IMDB-M (transductive)
89.2Accuracy
4
IMDB-B transductive
96.41Accuracy
4
Imbalanced IMDB (val)
2.86Error Rate (Positive)
4
IMDB
256Time (s)
4
IMDB
0Deviation (%)
3
IMDB character-level Long Range Arena (LRA) (val)
70.19Accuracy
3
IMDB (test)
82.78Weighted Precision
3
IMDB
74.16Weighted Recall
3
IMDB (test)
74.16Accuracy
3
IMDB
71.43Weighted F1 Score
3
IMDB (test)
0FidD
3
IMDb M-Dra
0.854NDCG@5
3
IMDb M-Act
83.9NDCG@5
3
IMDB clean full-sized (test)
99.68Accuracy
3
IMDB clean full-sized (test)
11.01MAPE
3
IMDB (test)
91.9Accuracy
3
IMDB clean (test)
99.57Gender Accuracy
3