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,Graph Node Embedding Method,Clustering Method,Clustering Parameters,Method
"siamese_more_projs_noisy node2vec embedding AffinityPropagation(damping=0.7999999999999999, random_state=7) clustering",32.0,0.872,0.797,0.833,0.859,0.969,0.886,0.925,32.0,0.873,0.585,181.013,0.972,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\resy_siamese.csv,siamese_more_projs_noisy,node2vec, AffinityPropagation,"damping=0.7999999999999999, random_state=7)",
"siamese_more_projs_noisy wys embedding AffinityPropagation(damping=0.6, random_state=7) clustering",33.0,0.834,0.786,0.809,0.824,0.939,0.886,0.912,33.0,0.848,0.681,211.873,0.812,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_undirected_0.8\compiled_resuy_siamese.csv,siamese_more_projs_noisy,wys, AffinityPropagation,"damping=0.6, random_state=7)",
siamese_more_projs_noisy node2vec embedding AffinityPropagation(random_state=7) clustering,31.0,0.847,0.75,0.796,0.826,0.903,0.8,0.848,31.0,0.823,0.594,194.137,0.949,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_undirected_0.8\compiled_resuy_siamese.csv,siamese_more_projs_noisy,node2vec, AffinityPropagation,random_state=7),
"siamese_more_projs_all wys embedding AffinityPropagation(damping=0.8999999999999999, random_state=7) clustering",34.0,0.8,0.777,0.788,0.799,0.882,0.857,0.87,34.0,0.819,0.741,200.288,0.678,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_undirected_0.79\all_results.csv,siamese_more_projs_all,wys, AffinityPropagation,"damping=0.8999999999999999, random_state=7)",
"siamese_more_projs_noisy wys embedding AffinityPropagation(damping=0.7, random_state=7) clustering",29.0,0.849,0.703,0.769,0.822,0.966,0.8,0.875,29.0,0.822,0.73,344.806,0.707,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_undirected_0.79\all_results.csv,siamese_more_projs_noisy,wys, AffinityPropagation,"damping=0.7, random_state=7)",
"siamese_more_projs_noisy wys embedding AffinityPropagation(damping=0.7999999999999999, random_state=7) clustering",29.0,0.839,0.695,0.76,0.826,0.897,0.743,0.813,29.0,0.799,0.752,311.629,0.666,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\resy_siamese.csv,siamese_more_projs_noisy,wys, AffinityPropagation,"damping=0.7999999999999999, random_state=7)",
"siamese_more_projs_noisy node2vec embedding AffinityPropagation(damping=0.8999999999999999, random_state=7) clustering",29.0,0.838,0.694,0.759,0.808,0.931,0.771,0.844,29.0,0.804,0.59,273.032,0.952,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_directed_0.76\all_results.csv,siamese_more_projs_noisy,node2vec, AffinityPropagation,"damping=0.8999999999999999, random_state=7)",
"siamese_more_projs_all wys embedding AffinityPropagation(damping=0.8999999999999999, random_state=7) clustering",29.0,0.832,0.69,0.754,0.82,0.897,0.743,0.812,29.0,0.796,0.846,406.052,0.45,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_directed_0.76\all_results.csv,siamese_more_projs_all,wys, AffinityPropagation,"damping=0.8999999999999999, random_state=7)",
"siamese_more_projs_all wys embedding AffinityPropagation(damping=0.8999999999999999, random_state=7) clustering",29.0,0.832,0.69,0.754,0.82,0.897,0.743,0.812,29.0,0.796,0.83,358.976,0.497,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\_r_noisy.csv,siamese_more_projs_all,wys, AffinityPropagation,"damping=0.8999999999999999, random_state=7)",
"siamese_more_projs_noisy wys embedding OPTICS(max_eps=2.75, metric='sqeuclidean', min_samples=9) clustering",28.0,0.838,0.67,0.744,0.786,0.893,0.714,0.794,28.0,0.775,0.477,76.988,1.138,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_directed_0.76\all_results.csv,siamese_more_projs_noisy,wys, OPTICS,"max_eps=2.75, metric='sqeuclidean', min_samples=9)",
"densenet wys embedding AffinityPropagation(damping=0.7999999999999999, random_state=7) clustering",35.0,0.713,0.753,0.732,0.749,0.649,0.686,0.667,37.0,0.716,0.495,72.564,1.176,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_undirected_0.79\all_results.csv,densenet,wys, AffinityPropagation,"damping=0.7999999999999999, random_state=7)",
"siamese_more_projs_all wys embedding OPTICS(max_eps=0.5, metric='cosine', min_samples=9) clustering",27.0,0.839,0.647,0.731,0.792,0.889,0.686,0.774,27.0,0.766,0.608,76.766,1.227,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_undirected_0.8\compiled_rejs_noisy.csv,siamese_more_projs_all,wys, OPTICS,"max_eps=0.5, metric='cosine', min_samples=9)",
"efficientnet_b7 wys embedding AffinityPropagation(damping=0.8999999999999999, random_state=7) clustering",32.0,0.764,0.698,0.73,0.765,0.75,0.686,0.716,32.0,0.737,0.479,71.009,1.366,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\_r_noisy.csv,efficientnet_b7,wys, AffinityPropagation,"damping=0.8999999999999999, random_state=7)",
"efficientnet_b7 wys embedding AffinityPropagation(damping=0.6, random_state=7) clustering",30.0,0.777,0.666,0.717,0.77,0.767,0.657,0.708,30.0,0.732,0.56,119.891,1.057,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_directed_0.76\all_results.csv,efficientnet_b7,wys, AffinityPropagation,"damping=0.6, random_state=7)",
"densenet wys embedding OPTICS(max_eps=1.25, metric='braycurtis', min_samples=7) clustering",27.0,0.814,0.628,0.709,0.763,0.852,0.657,0.742,27.0,0.738,0.302,34.782,1.54,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\_r_noisy.csv,densenet,wys, OPTICS,"max_eps=1.25, metric='braycurtis', min_samples=7)",
siamese_more_projs_noisy node2vec embedding AffinityPropagation(random_state=7) clustering,27.0,0.811,0.626,0.706,0.775,0.852,0.657,0.742,27.0,0.741,0.574,295.376,0.933,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_undirected_0.79\all_results.csv,siamese_more_projs_noisy,node2vec, AffinityPropagation,random_state=7),
efficientnet_b1 wys embedding AffinityPropagation(random_state=7) clustering,35.0,0.693,0.713,0.703,0.734,0.667,0.686,0.676,36.0,0.704,0.448,65.419,1.304,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_undirected_0.79\all_results.csv,efficientnet_b1,wys, AffinityPropagation,random_state=7),
"siamese_more_projs_all node2vec embedding OPTICS(max_eps=0.25, metric='cosine', min_samples=9) clustering",27.0,0.8,0.617,0.697,0.753,0.815,0.629,0.71,27.0,0.72,0.464,56.914,1.31,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\_r_noisy.csv,siamese_more_projs_all,node2vec, OPTICS,"max_eps=0.25, metric='cosine', min_samples=9)",
"efficientnet_b1 wys embedding OPTICS(max_eps=0.5, metric='braycurtis', min_samples=8) clustering",25.0,0.824,0.589,0.687,0.776,0.88,0.629,0.733,25.0,0.732,0.438,56.559,1.446,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\_r_noisy.csv,efficientnet_b1,wys, OPTICS,"max_eps=0.5, metric='braycurtis', min_samples=8)",
siamese_more_projs_noisy metapath2vec embedding AffinityPropagation(random_state=7) clustering,25.0,0.822,0.587,0.685,0.765,0.84,0.6,0.7,25.0,0.717,0.54,390.183,0.978,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_directed_0.83\resy_siamese.csv,siamese_more_projs_noisy,metapath2vec, AffinityPropagation,random_state=7),
"efficientnet_b7 wys embedding OPTICS(max_eps=0.5, metric='cosine', min_samples=9) clustering",24.0,0.834,0.572,0.678,0.757,0.917,0.629,0.746,24.0,0.727,0.397,35.524,1.532,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_undirected_0.8\compiled_rejs_noisy.csv,efficientnet_b7,wys, OPTICS,"max_eps=0.5, metric='cosine', min_samples=9)",
"densenet wys embedding AffinityPropagation(damping=0.7, random_state=7) clustering",31.0,0.717,0.635,0.674,0.715,0.839,0.743,0.788,31.0,0.725,0.518,110.923,1.143,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_directed_0.76\all_results.csv,densenet,wys, AffinityPropagation,"damping=0.7, random_state=7)",
"efficientnet_b7 wys embedding OPTICS(max_eps=0.25, metric='cosine', min_samples=8) clustering",28.0,0.757,0.606,0.673,0.729,0.786,0.629,0.698,28.0,0.7,0.361,37.975,1.451,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_undirected_0.79\all_results.csv,efficientnet_b7,wys, OPTICS,"max_eps=0.25, metric='cosine', min_samples=8)",
"siamese_more_projs_all node2vec embedding OPTICS(max_eps=0.25, metric='cosine', min_samples=9) clustering",27.0,0.772,0.595,0.672,0.731,0.778,0.6,0.677,27.0,0.693,0.473,62.586,1.19,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_undirected_0.79\all_results.csv,siamese_more_projs_all,node2vec, OPTICS,"max_eps=0.25, metric='cosine', min_samples=9)",
slicem_edge_list_l2 async_undirected,35.0,0.641,0.696,0.667,0.735,0.684,0.743,0.712,38.0,0.705,,,,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_l2_g_clus_0.67\graph_clustering.csv,,,,,async_undirected
slicem_edge_list_l2 async_directed,35.0,0.639,0.694,0.665,0.714,0.632,0.686,0.658,38.0,0.679,,,,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_l2_g_clus_0.67\graph_clustering.csv,,,,,async_directed
"siamese_more_projs_all node2vec embedding OPTICS(max_eps=0.25, metric='correlation', min_samples=8) clustering",28.0,0.746,0.597,0.663,0.71,0.714,0.571,0.635,28.0,0.669,0.372,41.472,1.341,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_undirected_0.8\compiled_rejs_noisy.csv,siamese_more_projs_all,node2vec, OPTICS,"max_eps=0.25, metric='correlation', min_samples=8)",
"siamese_more_projs_all node2vec embedding OPTICS(max_eps=2.5, metric='cosine', min_samples=8) clustering",27.0,0.759,0.585,0.661,0.711,0.704,0.543,0.613,27.0,0.661,0.367,42.907,1.255,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_internally_slicem_l2_directed_0.76\all_results.csv,siamese_more_projs_all,node2vec, OPTICS,"max_eps=2.5, metric='cosine', min_samples=8)",
"densenet wys embedding OPTICS(max_eps=0.75, metric='cosine', min_samples=7) clustering",24.0,0.809,0.555,0.658,0.721,0.792,0.543,0.644,24.0,0.674,0.322,29.127,1.599,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_undirected_0.8\compiled_rejs_noisy.csv,densenet,wys, OPTICS,"max_eps=0.75, metric='cosine', min_samples=7)",
"efficientnet_b1 wys embedding OPTICS(max_eps=1.75, metric='cosine', min_samples=9) clustering",25.0,0.786,0.561,0.655,0.738,0.84,0.6,0.7,25.0,0.698,0.393,36.404,1.615,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_combined_externally_slicem_l2_undirected_0.8\compiled_rejs_noisy.csv,efficientnet_b1,wys, OPTICS,"max_eps=1.75, metric='cosine', min_samples=9)",
slicem_edge_list_l2 label_prop_undirected,35.0,0.61,0.679,0.643,0.705,0.641,0.714,0.676,39.0,0.675,,,,../../results/synthetic_more_projs_noisy_all\synthetic_more_projs_noisy_l2_g_clus_0.67\graph_clustering.csv,,,,,label_prop_undirected