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Browse files- evaluation_results.json +23 -23
evaluation_results.json
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@@ -2,25 +2,25 @@
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"chameleon": {
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"node_classification": {
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"full": {
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"accuracy": 0.
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"macro_f1": 0.
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},
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"few_shot": {
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"accuracy": 0.
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"macro_f1": 0.
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},
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"zero_shot": {
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"accuracy": 0.
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"macro_f1": 0.
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},
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"baselines_from_scratch": {
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"gcn": {
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"accuracy": 0.
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"macro_f1": 0.
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"gat": {
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"accuracy": 0.
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"macro_f1": 0.
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}
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},
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"node2vec": {
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@@ -29,39 +29,39 @@
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},
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"link_prediction": {
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"netfm": {
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"auc": 0.
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"ap": 0.
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},
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"baselines": {
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"common_neighbors": {
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"auc": 0.
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"ap": 0.
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"jaccard": {
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"auc": 0.
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"ap": 0.
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"adamic_adar": {
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"auc": 0.
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"ap": 0.
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"preferential_attachment": {
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"auc": 0.
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"ap": 0.
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"community_detection": {
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"netfm": {
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"nmi": 0.
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"centrality_estimation": {
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"betweenness": {
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"spearman": 0.
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"pagerank": {
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"spearman": 0.
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}
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"chameleon": {
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"node_classification": {
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"accuracy": 0.49396267837541163,
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"macro_f1": 0.4919281168994664
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},
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"few_shot": {
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"accuracy": 0.3391877058177827,
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"macro_f1": 0.3440657394114636
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},
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"zero_shot": {
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"accuracy": 0.49396267837541163,
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"macro_f1": 0.4919281168994664
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},
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"baselines_from_scratch": {
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"gcn": {
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"accuracy": 0.45993413830954993,
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"macro_f1": 0.4636383763206652
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"gat": {
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"macro_f1": 0.5076821212128049
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"link_prediction": {
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"auc": 0.9735047639566713,
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"auc": 0.9526579858071987,
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"ap": 0.9486464214355297
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"jaccard": {
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"auc": 0.9010024411310381,
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"ap": 0.8674980356483274
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"adamic_adar": {
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"auc": 0.9589756579415628,
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"ap": 0.9590969102707533
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"preferential_attachment": {
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"auc": 0.9016030574733428,
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"ap": 0.9088454537202577
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"community_detection": {
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"nmi": 0.08913541296884675
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"centrality_estimation": {
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"spearman": 0.23595245434970097
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"pagerank": {
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