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Papers Benchmarks Datasets Tasks

MOOC dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

MOOC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Transductive Link Prediction

MOOC

98.16AUC-ROC

13

Dynamic Link Prediction

MOOC Inductive LRT

98.67AUC-ROC

11

Dynamic Link Prediction

MOOC Transductive LRT

99AUC-ROC

11

Link Prediction

MOOC transductive (test)

0.929AUC-ROC

10

Link Prediction

MOOC

91.63AP

10

Dynamic Link Prediction

MOOC random negative sampling (inductive)

90.26AP

10

Link prediction

MOOC inductive (test)

90.59AP

9

Transductive Dynamic Link Prediction

MOOC ind sampling

88.22AP

8

Transductive Dynamic Link Prediction

MOOC (hist sampling)

92.94AP

8

Temporal Point Process

MOOC (test)

-1.238NLL

7

Dropout Prediction

MOOC

90Weighted F1

6

Edge classification

MOOC

0.17PR-AUC

6

Explaining event-based TGNNs

Mooc

-0.029Best FID+

6

TGNN Explanation Cohesiveness

Mooc

-4.644Cohesiveness

3

Event Forecasting

Mooc

-0.22NLL

2

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Popular tasks

Link Prediction Dynamic Link Prediction Inductive dynamic link prediction transductive dynamic link prediction Future edge prediction

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