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"subgraph": SubgraphLPTask,
"default_text": DefaultTextLPTask,
"subgraph_text": SubgraphTextLPTask,
"QA": LQATask},
"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 237}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy"})},
},
"wn18rr": {"dataset": "wn18rr",
"task": {"default": DefaultLPTask,
"subgraph": SubgraphLPTask,
"default_text": DefaultTextLPTask,
"subgraph_text": SubgraphTextLPTask,
"QA": LQATask},
"evaluation": {"default": ("accuracy", {"metric_name": "accuracy", "num_classes": 11}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy"})},
},
"hiv": {"dataset": "hiv",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("auc", {"metric_name": "auc"}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
},
"pcba": {"dataset": "pcba",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("apr", {"metric_name": "apr", "num_labels": 128}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
},
"bbbp": {"dataset": "bbbp",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("auc", {"metric_name": "auc"}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
},
"bace": {"dataset": "bace",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("auc", {"metric_name": "auc"}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
},
"toxcast": {"dataset": "toxcast",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("multiauc", {"metric_name": "multiauc", "num_labels": 588}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
},
"esol": {"dataset": "esol",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("rmse", {"metric_name": "rmse"}),
"QA": ("text_rmse", {"metric_name": "text_rmse"})},
},
"freesolv": {"dataset": "freesolv",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("rmse", {"metric_name": "rmse"}),
"QA": ("text_rmse", {"metric_name": "text_rmse"})},
},
"lipo": {"dataset": "lipo",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("rmse", {"metric_name": "rmse"}),
"QA": ("text_rmse", {"metric_name": "text_rmse"})},
},
"cyp450": {"dataset": "cyp450",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("multiauc", {"metric_name": "multiauc", "num_labels": 5}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
},
"tox21": {"dataset": "tox21",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("multiauc", {"metric_name": "multiauc", "num_labels": 12}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},
},
"muv": {"dataset": "muv",
"task": {"default": DefaultGPTask,
"default_text": DefaultTextGPTask,
"QA": GQATask},
"evaluation": {"default": ("multiauc", {"metric_name": "multiauc", "num_labels": 17}),
"QA": ("text_accuracy", {"metric_name": "text_accuracy", "mode": "re",
"regular_patterns": r"\b(Yes|yes|No|no)\b"})},