from rrog.registry import BenchmarkSpec, by_name BENCHMARKS = [ BenchmarkSpec("zinc-cycle56", "A", "molecule-2d", "graph-regression", "raw-mae", 1, "implemented", "ZINC subset with #5/#6 cycle-count targets."), BenchmarkSpec("zinc", "A", "molecule-2d", "graph-regression", "mae", 2), BenchmarkSpec("ogbg-molhiv", "A", "molecule-2d", "graph-classification", "rocauc", 3, "implemented", "OGB graph property prediction."), BenchmarkSpec("ogbg-molpcba", "A", "molecule-2d", "graph-multilabel", "ap", 4, "implemented", "OGB graph property prediction."), BenchmarkSpec("ogbg-molbbbp", "A", "molecule-2d", "graph-classification", "rocauc", 5, "implemented", "OGB graph property prediction."), BenchmarkSpec("ogbg-molbace", "A", "molecule-2d", "graph-classification", "rocauc", 6, "implemented", "OGB graph property prediction."), BenchmarkSpec("ogbg-moltox21", "A", "molecule-2d", "graph-multilabel", "rocauc", 7, "implemented", "OGB graph property prediction."), BenchmarkSpec("ogbg-molclintox", "A", "molecule-2d", "graph-multilabel", "rocauc", 8, "implemented", "OGB graph property prediction."), BenchmarkSpec("ogbg-molsider", "A", "molecule-2d", "graph-multilabel", "rocauc", 9, "implemented", "OGB graph property prediction."), BenchmarkSpec("ogbg-molesol", "A", "molecule-2d", "graph-regression", "rmse", 10, "implemented", "OGB ESOL graph property prediction."), BenchmarkSpec("ogbg-molfreesolv", "A", "molecule-2d", "graph-regression", "rmse", 11, "implemented", "OGB FreeSolv graph property prediction."), BenchmarkSpec("ogbg-mollipo", "A", "molecule-2d", "graph-regression", "rmse", 12, "implemented", "OGB Lipophilicity graph property prediction."), BenchmarkSpec("pcqm4mv2", "A", "molecule-2d", "graph-regression", "mae", 13), BenchmarkSpec("qm9", "A", "molecule-3d", "graph-regression", "mae", 14), BenchmarkSpec("peptides-func", "B", "long-range", "graph-multilabel", "ap", 15), BenchmarkSpec("peptides-struct", "B", "long-range", "graph-regression", "mae", 16), BenchmarkSpec("pcqm-contact", "B", "long-range", "link-prediction", "mrr", 17), BenchmarkSpec("pascalvoc-sp", "B", "superpixel", "node-classification", "f1", 18), BenchmarkSpec("coco-sp", "B", "superpixel", "node-classification", "f1", 19), BenchmarkSpec("ogbn-arxiv", "B", "citation", "node-classification", "accuracy", 20), BenchmarkSpec("ogbn-products", "B", "commerce", "node-classification", "accuracy", 21), BenchmarkSpec("rmd17", "C", "molecule-3d", "energy-force", "mae", 22), BenchmarkSpec("oc20-s2ef", "C", "catalyst-3d", "energy-force", "mae", 23), BenchmarkSpec("oc22", "C", "catalyst-3d", "energy-force", "mae", 24), BenchmarkSpec("matbench-discovery", "C", "materials", "stability", "discovery-metrics", 25), BenchmarkSpec("tgb-subset", "C", "temporal", "temporal-link-node", "dataset-specific", 26), ] BENCHMARK_BY_NAME = by_name(BENCHMARKS)