IMDB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IMDb (val)
89.13Top-1 Acc
41
IMDB-MULTI (test)
55.53Accuracy
41
IMDB (test)
48Diversity Score
40
IMDb
79.9AP
38
IMDb
100LFR
37
IMDB (test)
94.33Clean Accuracy (%)
37
IMDB-M IMDB-B
0.856AUC
36
IMDB-BIN
75.4Accuracy
35
IMDB-B
77.65F1 Score
35
IMDB
95.3Accuracy
34
IMDB-B
71.5AUC
33
IMDB-B
74.3Accuracy
33
IMDB
6.1Fidelity F1
32
IMDB
86.7AUC
32
IMDB
96.8Clean Accuracy
32
IMDB
88.96Accuracy
30
IMDB PosToNeg 1.0 (test)
0.556Relevance
30
IMDB NegToPos 1.0 (test)
0.566Relevance
30
IMDB (test)
1.185RMSE
29
IMDB
0.009Brier Score
28
IMDB
98.7TPR@10
28
IMDb (20% train)
60.27Macro F1 Score
28
IMDb
57.2AUC π-Soft-NS
27
IMDB HGB (test)
72.33Macro F1
27
IMDb (test)
10.89O-PPL
27