IMDB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IMDB (test)
77.2Genetic Score
10
IMDB (test)
73.86Micro F1
10
IMDB
92.5Accuracy
10
IMDb (test)
95.17Accuracy
10
IMDB-M (10-fold CV)
41.3Accuracy
9
IMDB-B (10-fold CV)
64.4Accuracy
9
IMDB
99.1Attack Success Rate (BERT)
9
IMDB
44.9Accuracy
9
IMDB
66.92Micro-F1
9
IMDb English
95Accuracy
9
IMDB full (test)
96.1Accuracy
9
IMDb-Custom (test)
72.96Macro F1
9
IMDb-Custom
77.77Recall
9
IMDB-B 50% edge mask (test)
93.13AP
9
IMDB-B 10% edges masked (0.1 Drop)
99.37AP
9
IMDB (test)
0.99Reward
9
IMDB (test)
0.65AU-MSE
9
IMDB
93.9AUAC
9
IMDB Sample Imbalance 50:1 (test)
65Accuracy
9
IMDB Sample Imbalance 10:1 (test)
80.6Accuracy
9
IMDB Label Noise r=0.4 (test)
86.4Accuracy
9
IMDB Label Noise r=0.2 (test)
88.7Accuracy
9
IMDB Label Noise r=0.0 (test)
89.1Accuracy
9
IMDB (test)
34.04Error Rate (%)
9
IMDb 40% (train)
60.27Macro F1 Score
9