IMDB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IMDB n=256
0Stress
5
IMDB
14.2Hit@1
5
IMDB
13,416Training Time (ms)
5
IMDB-B
98.46AP
5
IMDB-B
83.49AP
5
IMDB v1 (test)
0Avg Cost per Query
5
IMDB-BIN (test)
16.76Avg Vertex Cover Size
5
IMDb
0.008Absolute Error
5
IMDB
3.6Style Score
5
IMDB Sparse 80% (train)
36.8Accuracy
5
IMDB Sparse50 (train)
45.6Accuracy
5
IMDB Sparse20 (train)
0.505Accuracy
5
IMDB (train, test)
2Learning Time
5
IMDB
52.65mAP
4
IMDB
0.428Prune
4
IMDb (val)
93.91Peak Validation Range
4
IMDb small Out-of-Distribution Query Granularity Shift
0.047RMSE
4
IMDb small In-Distribution Query Granularity Shift
0.021RMSE
4
IMDb small Out-of-Distribution Query Center Move
0.035RMSE
4
IMDb small In-Distribution Query Center Move
0.02RMSE
4
IMDB
3,582Output Size
4
IMDB (test)
0.886Accuracy
4
IMDB
3.73ABPC
4
IMDB 30% symmetric noise (test)
88.01Accuracy
4
IMDB
65Semantics
4