Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Graph Reconstruction research benchmarks · SOTA2 Research

Graph Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.7AUC

40

Jun 9, 2026

85.3AUC

40

Jun 9, 2026

62.6AUC

36

May 6, 2026

80AUC

36

May 6, 2026

76.6AUC

36

May 6, 2026

74.8Edge F1 Score

31

Apr 24, 2026

65.3AUC

29

Jun 9, 2026

64.5Attack F1

25

Apr 24, 2026

81.1Edge F1

22

Apr 24, 2026

91.75mAP

11

Feb 27, 2026

97.23mAP

11

Feb 27, 2026

100mAP

11

Feb 27, 2026

99.67mAP

11

Feb 27, 2026

Synthetic Unbalanced Graph (n=(50, 70, 120), N=20, K=3) Mode C

0.697RMSE

10

Mar 19, 2026

Synthetic Unbalanced Graph Mode B (n=(50, 70, 120), N=20, K=3)

0.718RMSE

10

Mar 19, 2026

Synthetic Unbalanced Graph (n=(50, 70, 120), N=20, K=3) Mode A

0.685RMSE

10

Mar 19, 2026

IMDB-B 50% edge mask (test)

PIFM (GraphSAGE)

93.13AP

9

Feb 26, 2026

PROTEINS 50% edge mask (test)

PIFM (GraphSAGE)

35.5AP

9

Feb 26, 2026

ENZYMES 50% edge mask (test)

PIFM (GraphSAGE)

25.44AP

9

Feb 26, 2026

IMDB-B 10% edges masked (0.1 Drop)

99.37AP

9

Feb 26, 2026

PROTEINS 10% edges masked (0.1 Drop)

58.25AP

9

Feb 26, 2026

ENZYMES 10% edges masked (0.1 Drop)

47.21AP

9

Feb 26, 2026

Synthetic Ring Graph (test)

0Node Feature Error

8

Feb 26, 2026

Grid Graph Synthetic (test)

0Node Feature Error (||X - Xrec||)

8

Feb 26, 2026

CiteSeer (test)

79.9Edge F1 Score

6

Apr 24, 2026

Page 1 of 3

PreviousNext

Popular datasets

Synthetic Citeseer PROTEINS Ogbn-arxiv Synthetic Unbalanced Graph

Follow for updates

Join SOTA2 Contact