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Papers Benchmarks Datasets Tasks

Crocodile dataset and benchmarks · SOTA2 Research

Research Datasets

Crocodile

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node Classification

Crocodile

79.7Accuracy

65

Node Regression

Crocodile

0.309Normalized MAE Loss

20

Central node detection

Crocodile

99.3Accuracy

14

node-level task

Crocodile

1.127Maximum GPU memory consumption (MB)

9

Node-level Regression Uncertainty Quantification

Crocodile

100PICP

8

Uncertainty Quantification

Crocodile

0.01MPE

7

Node-Level Task

Crocodile

0.002Inference Time (s)

3

Popular tasks

node-level task Node Classification Node Regression Uncertainty Quantification Central node detection

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