Pipeline,No. of matches in FMM,FMM Precision,FMM Recall,FMM F1 score,CMFF,Qi Precision,Qi Recall,Qi F1 score,No. of clusters,3 F1 score average,Silhouette score,Calinski-Harabasz score,Davies-Bouldin score,name,Image Embedding Method,Clustering Method,Clustering Parameters,Graph Node Embedding Method,Method
"siamese wys embedding Birch(branching_factor=40, n_clusters=None, threshold=0.9) clustering",35.0,0.78,0.914,0.842,0.896,0.78,0.914,0.842,41.0,0.86,0.829,347.048,0.469,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,siamese, Birch,"branching_factor=40, n_clusters=None, threshold=0.9)",wys,
slicem_edge_list_cosine async_directed,27.0,0.95,0.733,0.828,0.87,1.0,0.771,0.871,27.0,0.856,,,,../../results/synthetic_all\synthetic_graph_clustering_0.83\graph_clustering_all_methods_sorted_synthetic.csv,,,,,async_directed
"siamese node2vec embedding OPTICS(max_eps=0.75, metric='cosine', min_samples=3) clustering",28.0,0.901,0.721,0.801,0.837,0.893,0.714,0.794,28.0,0.811,0.59,73.742,0.855,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,siamese, OPTICS,"max_eps=0.75, metric='cosine', min_samples=3)",node2vec,
slicem_edge_list async_undirected,26.0,0.936,0.695,0.798,0.868,1.0,0.743,0.852,26.0,,,,,../../results/synthetic_all\synthetic_graph_clustering_0.83\graph_clustering_all_methods_sorted_synthetic.csv,,,,,async_undirected
"siamese wys embedding Birch(branching_factor=90, n_clusters=None, threshold=0.9) clustering",35.0,0.757,0.822,0.788,0.844,0.711,0.771,0.74,38.0,0.791,0.871,438.112,0.395,../../results/synthetic_all\synthetic_combined_externally_slicem_l2_0.79\compiled_results_all_methods_sorted_synthetic.csv,siamese, Birch,"branching_factor=90, n_clusters=None, threshold=0.9)",wys,
slicem_edge_list async_directed,27.0,0.897,0.692,0.781,0.857,0.963,0.743,0.839,27.0,0.826,,,,../../results/synthetic_all\synthetic_graph_clustering_0.83\graph_clustering_all_methods_sorted_synthetic.csv,,,,,async_directed
"siamese wys embedding Birch(branching_factor=20, n_clusters=None, threshold=0.9) clustering",35.0,0.734,0.818,0.774,0.85,0.718,0.8,0.757,39.0,0.794,0.817,390.227,0.482,../../results/synthetic_all\synthetic_combined_internally_slicem_cosine_directed_0.77\compiled_results_all_methods_sorted_synthetic.csv,siamese, Birch,"branching_factor=20, n_clusters=None, threshold=0.9)",wys,
"efficientnet_b7 wys embedding DBSCAN(eps=0.25, metric='braycurtis', min_samples=2) clustering",30.0,0.827,0.709,0.764,0.799,0.767,0.657,0.708,30.0,0.757,0.371,18.889,1.293,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,efficientnet_b7, DBSCAN,"eps=0.25, metric='braycurtis', min_samples=2)",wys,
"siamese_more_projs_all node2vec embedding OPTICS(max_eps=2.0, metric='cosine', min_samples=3) clustering",31.0,0.803,0.711,0.754,0.8,0.806,0.714,0.758,31.0,0.771,0.475,79.656,0.99,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,siamese_more_projs_all, OPTICS,"max_eps=2.0, metric='cosine', min_samples=3)",node2vec,
"siamese node2vec embedding DBSCAN(eps=1.25, metric='sqeuclidean', min_samples=2) clustering",30.0,0.81,0.694,0.748,0.813,0.8,0.686,0.738,30.0,0.766,0.788,167.659,1.155,../../results/synthetic_all\synthetic_combined_internally_slicem_l2_0.75\compiled_results_all_methods_sorted_synthetic.csv,siamese, DBSCAN,"eps=1.25, metric='sqeuclidean', min_samples=2)",node2vec,
slicem_edge_list_cosine async_undirected,25.0,0.896,0.64,0.747,0.813,0.92,0.657,0.767,25.0,0.775,,,,../../results/synthetic_all\synthetic_graph_clustering_0.83\graph_clustering_all_methods_sorted_synthetic.csv,,,,,async_undirected
"siamese node2vec embedding DBSCAN(eps=2.0, metric='sqeuclidean', min_samples=2) clustering",26.0,0.874,0.649,0.745,0.814,0.846,0.629,0.721,26.0,0.76,0.834,217.407,1.0,../../results/synthetic_all\synthetic_combined_externally_slicem_l2_0.79\compiled_results_all_methods_sorted_synthetic.csv,siamese, DBSCAN,"eps=2.0, metric='sqeuclidean', min_samples=2)",node2vec,
"siamese wys embedding DBSCAN(eps=1.25, metric='sqeuclidean', min_samples=3) clustering",25.0,0.884,0.632,0.737,0.817,0.92,0.657,0.767,25.0,0.774,0.803,105.955,1.059,../../results/synthetic_all\synthetic_combined_internally_slicem_l2_0.75\compiled_results_all_methods_sorted_synthetic.csv,siamese, DBSCAN,"eps=1.25, metric='sqeuclidean', min_samples=3)",wys,
"siamese node2vec embedding OPTICS(max_eps=2.0, metric='cosine', min_samples=3) clustering",27.0,0.822,0.634,0.716,0.759,0.815,0.629,0.71,27.0,0.728,0.46,44.023,1.128,../../results/synthetic_all\synthetic_combined_internally_slicem_cosine_directed_0.77\compiled_results_all_methods_sorted_synthetic.csv,siamese, OPTICS,"max_eps=2.0, metric='cosine', min_samples=3)",node2vec,
"resnet-18 wys embedding OPTICS(max_eps=0.5, metric='braycurtis', min_samples=3) clustering",29.0,0.779,0.645,0.706,0.769,0.793,0.657,0.719,29.0,0.731,0.318,19.927,1.482,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,resnet-18, OPTICS,"max_eps=0.5, metric='braycurtis', min_samples=3)",wys,
slicem_edge_list_cosine label_prop_undirected,22.0,0.909,0.571,0.702,0.782,0.955,0.6,0.737,22.0,0.74,,,,../../results/synthetic_all\synthetic_graph_clustering_0.83\graph_clustering_all_methods_sorted_synthetic.csv,,,,,label_prop_undirected
"gcn embedding OPTICS(max_eps=2.25, metric='cosine', min_samples=4) clustering",27.0,0.805,0.621,0.701,0.771,0.815,0.629,0.71,27.0,0.727,0.701,229.424,0.956,../../results/synthetic_all\synthetic_siamese_node_embedding_slicem_l2_0.7\compiled_results_all_methods_sorted_synthetic.csv,, OPTICS,"max_eps=2.25, metric='cosine', min_samples=4)",gcn,
"cluster_gcn embedding OPTICS(max_eps=1.0, metric='cosine', min_samples=3) clustering",34.0,0.69,0.67,0.68,0.742,0.618,0.6,0.609,34.0,0.677,0.659,56.162,1.226,../../results/synthetic_all\synthetic_siamese_node_embedding_slicem_l2_0.7\compiled_results_all_methods_sorted_synthetic.csv,, OPTICS,"max_eps=1.0, metric='cosine', min_samples=3)",cluster_gcn,
"gat efficientnet_b7 embedding OPTICS(max_eps=1.75, min_samples=3) clustering",35.0,0.66,0.66,0.66,0.69,0.6,0.6,0.6,35.0,0.65,0.309,19.92,1.137,../../results/synthetic_all\synthetic_slicem_cosine_directed_0.66\compiled_results_all_methods_sorted_synthetic.csv,efficientnet_b7, OPTICS,"max_eps=1.75, min_samples=3)",gat,
"gat embedding OPTICS(max_eps=0.5, metric='cosine', min_samples=4) clustering",28.0,0.741,0.593,0.659,0.722,0.714,0.571,0.635,28.0,0.672,0.618,20.99,1.494,../../results/synthetic_all\synthetic_siamese_node_embedding_slicem_l2_0.7\compiled_results_all_methods_sorted_synthetic.csv,, OPTICS,"max_eps=0.5, metric='cosine', min_samples=4)",gat,
"efficientnet_b1 wys embedding DBSCAN(eps=0.25, metric='braycurtis', min_samples=2) clustering",28.0,0.74,0.592,0.658,0.729,0.786,0.629,0.698,28.0,0.695,0.282,17.04,1.452,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,efficientnet_b1, DBSCAN,"eps=0.25, metric='braycurtis', min_samples=2)",wys,
"APPNP efficientnet_b1 embedding OPTICS(max_eps=0.5, metric='correlation', min_samples=4) clustering",24.0,0.8,0.549,0.651,0.701,0.792,0.543,0.644,24.0,0.665,0.45,45.489,1.226,../../results/synthetic_all\synthetic_slicem_cosine_directed_0.66\compiled_results_all_methods_sorted_synthetic.csv,efficientnet_b1, OPTICS,"max_eps=0.5, metric='correlation', min_samples=4)",APPNP,
"siamese_more_projs_all wys embedding Birch(n_clusters=None, threshold=0.9) clustering",35.0,0.52,0.861,0.648,0.754,0.483,0.8,0.602,58.0,0.668,0.331,511.673,0.442,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,siamese_more_projs_all, Birch,"n_clusters=None, threshold=0.9)",wys,
"graphSage siamese embedding OPTICS(max_eps=1.5, metric='cosine', min_samples=4) clustering",21.0,0.86,0.516,0.645,0.72,0.952,0.571,0.714,21.0,0.693,0.523,44.312,1.029,../../results/synthetic_all\synthetic_slicem_cosine_directed_0.66\compiled_results_all_methods_sorted_synthetic.csv,siamese, OPTICS,"max_eps=1.5, metric='cosine', min_samples=4)",graphSage,
"APPNP embedding OPTICS(max_eps=0.5, metric='cosine', min_samples=6) clustering",20.0,0.884,0.505,0.643,0.754,0.95,0.543,0.691,20.0,0.696,0.854,961.657,0.545,../../results/synthetic_all\synthetic_siamese_node_embedding_slicem_l2_0.7\compiled_results_all_methods_sorted_synthetic.csv,, OPTICS,"max_eps=0.5, metric='cosine', min_samples=6)",APPNP,
"siamese graphWave embedding OPTICS(max_eps=1.75, metric='sqeuclidean', min_samples=4) clustering",24.0,0.782,0.536,0.636,0.702,0.792,0.543,0.644,24.0,0.661,0.388,42.556,1.274,../../results/synthetic_all\synthetic_combined_externally_slicem_cosine_directed_0.84\compiled_results_all_methods_sorted_synthetic1.csv,siamese, OPTICS,"max_eps=1.75, metric='sqeuclidean', min_samples=4)",graphWave,
"graphSage embedding OPTICS(max_eps=1.5, metric='cosine') clustering",21.0,0.847,0.508,0.636,0.73,0.905,0.543,0.679,21.0,0.681,0.553,47.33,1.04,../../results/synthetic_all\synthetic_siamese_node_embedding_slicem_l2_0.7\compiled_results_all_methods_sorted_synthetic.csv,, OPTICS,"max_eps=1.5, metric='cosine')",graphSage,