{ "@context": "https://raw.githubusercontent.com/mlcommons/croissant/main/context.json", "@type": "sc:Dataset", "name": "RDB2G-Bench", "description": "Benchmark dataset with graph-related metrics and performance timings.", "recordSet": [ { "name": "rel-stack-post-post-related", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { "name": "valid_metric", "dataType": "number" }, { "name": "test_metric", "dataType": "number" }, { "name": "params", "dataType": "integer" }, { "name": "train_time", "dataType": "number" }, { "name": "valid_time", "dataType": "number" }, { "name": "test_time", "dataType": "number" }, { "name": "dataset", "dataType": "string" }, { "name": "task", "dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] }, { "name": "rel-event-user-attendance", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", 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}, { "name": "dataset", "dataType": "string" }, { "name": "task", "dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] }, { "name": "rel-event-user-ignore", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { "name": "valid_metric", "dataType": "number" }, { "name": "test_metric", "dataType": "number" }, { "name": "params", "dataType": "integer" }, { "name": "train_time", "dataType": "number" }, { "name": "valid_time", "dataType": "number" }, { "name": "test_time", "dataType": "number" }, { "name": "dataset", "dataType": "string" }, { "name": "task", "dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] }, { "name": "rel-f1-driver-top3", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { 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"dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] }, { "name": "rel-f1-driver-dnf", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { "name": "valid_metric", "dataType": "number" }, { "name": "test_metric", "dataType": "number" }, { "name": "params", "dataType": "integer" }, { "name": "train_time", "dataType": "number" }, { "name": "valid_time", "dataType": "number" }, { "name": "test_time", "dataType": "number" }, { "name": "dataset", "dataType": "string" }, { "name": "task", "dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] }, { "name": "rel-trial-study-outcome", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { "name": "valid_metric", "dataType": "number" }, { "name": 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{ "name": "gnn", "dataType": "string" } ] }, { "name": "rel-avito-ad-ctr", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { "name": "valid_metric", "dataType": "number" }, { "name": "test_metric", "dataType": "number" }, { "name": "params", "dataType": "integer" }, { "name": "train_time", "dataType": "number" }, { "name": "valid_time", "dataType": "number" }, { "name": "test_time", "dataType": "number" }, { "name": "dataset", "dataType": "string" }, { "name": "task", "dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] }, { "name": "rel-avito-user-clicks", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { "name": "valid_metric", "dataType": "number" }, { "name": "test_metric", "dataType": "number" }, { "name": "params", "dataType": "integer" }, { "name": "train_time", "dataType": "number" }, { "name": "valid_time", "dataType": "number" }, { "name": "test_time", "dataType": "number" }, { "name": "dataset", "dataType": "string" }, { "name": "task", "dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] }, { "name": "rel-avito-user-ad-visit", "field": [ { "name": "idx", "dataType": "integer" }, { "name": "graph", "dataType": "string" }, { "name": "train_metric", "dataType": "number" }, { "name": "valid_metric", "dataType": "number" }, { "name": "test_metric", "dataType": "number" }, { "name": "params", "dataType": "integer" }, { "name": "train_time", "dataType": "number" }, { "name": "valid_time", "dataType": "number" }, { "name": "test_time", "dataType": "number" }, { "name": "dataset", "dataType": "string" }, { "name": "task", "dataType": "string" }, { "name": "seed", "dataType": "integer" }, { "name": "gnn", "dataType": "string" } ] } ] }