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Papers Benchmarks Datasets Tasks

GDELT dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

GDELT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multirelational future link prediction

GDELT 18

67.2AUPRC

6

Irregular Multimodal Time Series Forecasting

GDELT Time-IMM

1.029MSE

5

Event Attribution

GDELT 66 distinct monthly datasets (Daily Evaluation)

57.2PR AUC

5

Event Attribution

GDELT Monthly Evaluation 66 distinct monthly datasets

0.369Precision-Recall AUC

5

Semantic Alignment

GDELT (held-out window)

0.636Mean Score

3

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Popular tasks

Destination Node Retrieval Time Series Forecasting Link Prediction Temporal Knowledge Graph reasoning Dynamic Link Prediction

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