IMDB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IMDB (MDM)
56.37Accuracy
20
IMDB (test)
0.945Accuracy
19
IMDB-B Social (10-fold cross-validation)
76.14Accuracy
18
IMDB (test)
2.07Delta CACC
18
IMDB HELM
97.59Balanced Accuracy
18
IMDB
93.4Fidelity (Negative)
18
IMDB (test)
79.68Accuracy
18
IMDB-M
0.25MCC
18
IMDB-B
0.74MCC
18
IMDB (test)
-0.089LO
18
IMDb (In-domain)
93.23Accuracy
18
IMDB (test)
97.8S-ACC
18
IMDB-M Social (10-fold cross-validation)
52.64Accuracy
17
IMDB
91.09FPR
17
IMDB (test)
62.41AUROC
17
IMDB-B Cross-domain
90.37Accuracy
16
IMDB-BINARY non-IID (test)
5.7Average Gain
16
IMDB-BINARY (test)
3.02Average Gain
16
IMDB
7.08Error Rate
16
IMDB-Clean (test)
4.1MAE
16
IMDB 12 LFs (test)
86.72F1 Score
16
IMDB HGB
65.57Macro F1
15
IMDB (test)
95.3Clean Accuracy
15
IMDB Clean-B
1.5MRAE (%)
15
IMDB (test)
90.2Clean Accuracy
14