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"lipo": partial(Chembl, name="lipo"),
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"cyp450": partial(Chembl, name="cyp450"),
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"tox21": partial(Chembl, name="tox21"),
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"muv": partial(Chembl, name="muv"),
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"chemblpre": partial(Chembl, name="chemblpre"),
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"molproperties": partial(Chembl, name="molproperties"),
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"products": Products,
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"ml1m": ML1M,
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"ml1m_cls": ML1M_CLS,
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"expla_graph": ExplaGraph,
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"scene_graph": SceneGraph,
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"wiki_graph": WikiGraph,
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"mag240m": MAG240M,
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"ultrachat200k": UltraChat200k,
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"wikikg90m": WikiKG90M,
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"webqsp": WebQSP,
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"protein_hs": ProteinHS,
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}
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DATASET_INFOR_DICT = {
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"cora": {"dataset": "cora"},
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"pubmed": {"dataset": "pubmed"},
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"cora_node": {"dataset": "cora",
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"task": {"default": DefaultNPTask,
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"subgraph": SubgraphNPTask,
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"default_text": DefaultTextNPTask,
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"subgraph_text": SubgraphTextNPTask,
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"QA": NQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 7}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy"})},
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},
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"cora_link": {"dataset": "cora",
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"task": {"default": DefaultLPTask,
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"subgraph": SubgraphLPTask,
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"default_text": DefaultTextLPTask,
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"subgraph_text": SubgraphTextLPTask,
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"QA": LQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 2}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
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"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
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},
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"protein_hs": {"dataset": "protein_hs",
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"task": {"default": DefaultLPTask,
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"subgraph": SubgraphLPTask,
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"default_text": DefaultTextLPTask,
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"subgraph_text": SubgraphTextLPTask,
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"QA": LQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 2}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
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"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
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},
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"pubmed_node": {"dataset": "pubmed",
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"task": {"default": DefaultNPTask,
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"subgraph": SubgraphNPTask,
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"default_text": DefaultTextNPTask,
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"subgraph_text": SubgraphTextNPTask,
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"QA": NQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 3}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy"})},
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},
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"pubmed_link": {"dataset": "pubmed",
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"task": {"default": DefaultLPTask,
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"subgraph": SubgraphLPTask,
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"default_text": DefaultTextLPTask,
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"subgraph_text": SubgraphTextLPTask,
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"QA": LQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 2}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
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"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
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},
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"wikics": {"dataset": "wikics",
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"task": {"default": DefaultNPTask,
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"subgraph": SubgraphNPTask,
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"default_text": DefaultTextNPTask,
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"subgraph_text": SubgraphTextNPTask,
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"QA": NQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 10}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy"})},
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},
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"arxiv": {"dataset": "arxiv",
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"task": {"default": DefaultNPTask,
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"subgraph": SubgraphNPTask,
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"default_text": DefaultTextNPTask,
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"subgraph_text": SubgraphTextNPTask,
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"QA": NQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 40}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy"})},
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},
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"arxiv_link": {"dataset": "arxiv",
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"task": {"default": DefaultLPTask,
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"subgraph": SubgraphLPTask,
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"default_text": DefaultTextLPTask,
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"subgraph_text": SubgraphTextLPTask,
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"QA": LQATask},
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"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 2}),
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"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
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"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
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},
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"fb15k237": {"dataset": "fb15k237",
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"task": {"default": DefaultLPTask,
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