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+dataset,view,compute_family,compute_label,metric,n,seeds,epochs_min,epochs_max,hidden,T,n_sup,val_mean,val_std,test_mean,test_std,adaptive_test_mean,adaptive_steps_mean,sources
+ogbg-molbace,appnp,classic,classic,rocauc,1,0,100,100,128,-1,1,0.6564102564102564,0.0,0.7423056859676577,0.0,nan,nan,runs/ogbg-molbace_appnp_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,appnp,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.7168498168498169,0.0,0.7209181011997913,0.0,nan,nan,runs/ogbg-molbace_appnp_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,appnp,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6802197802197802,0.0,0.6833594157537818,0.0,0.7826464962615197,2.0921052631578947,runs/ogbg-molbace_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,appnp,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6835164835164835,0.0,0.7118761954442705,0.0,0.7328290732046601,2.1315789473684212,runs/ogbg-molbace_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,arma,classic,classic,rocauc,1,0,100,100,128,-1,1,0.6923076923076924,0.0,0.7838636758824552,0.0,nan,nan,runs/ogbg-molbace_arma_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,arma,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.717948717948718,0.0,0.7671709267953399,0.0,nan,nan,runs/ogbg-molbace_arma_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,arma,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7355311355311356,0.0,0.7450878108155102,0.0,0.7645626847504782,4.375,runs/ogbg-molbace_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,cheb,classic,classic,rocauc,1,0,100,100,128,-1,1,0.7267399267399268,0.0,0.7969048861067639,0.0,nan,nan,runs/ogbg-molbace_cheb_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,cheb,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.7113553113553114,0.0,0.7532603025560771,0.0,nan,nan,runs/ogbg-molbace_cheb_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,cheb,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7164835164835166,0.0,0.8007303077725613,0.0,0.8120326899669622,2.598684210526316,runs/ogbg-molbace_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,film,classic,classic,rocauc,1,0,100,100,128,-1,1,0.6703296703296703,0.0,0.7242218744566161,0.0,nan,nan,runs/ogbg-molbace_film_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,film,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6652014652014652,0.0,0.7242218744566163,0.0,nan,nan,runs/ogbg-molbace_film_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,film,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6467032967032967,0.0,0.6802295252999478,0.0,0.6732742131803164,5.256578947368421,runs/ogbg-molbace_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,gatv2,classic,classic,rocauc,1,0,100,100,128,-1,1,0.702930402930403,0.0,0.7400452095287776,0.0,nan,nan,runs/ogbg-molbace_gatv2_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,gatv2,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.7025641025641026,0.0,0.751869240132151,0.0,nan,nan,runs/ogbg-molbace_gatv2_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,gatv2,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7131868131868132,0.0,0.8261171970092158,0.0,0.8262910798122065,4.006578947368421,runs/ogbg-molbace_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,gcn,classic,classic,rocauc,1,0,100,100,128,-1,1,0.638095238095238,0.0,0.7393496783168144,0.0,nan,nan,runs/ogbg-molbace_gcn_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,gcn,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6373626373626374,0.0,0.7732568249000173,0.0,nan,nan,runs/ogbg-molbace_gcn_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,gcn,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6615384615384615,0.0,0.4418362023995827,0.0,0.5362545644235784,2.8421052631578947,runs/ogbg-molbace_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,gcn,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7201465201465201,0.0,0.7483915840723353,0.0,0.7450878108155105,3.960526315789474,runs/ogbg-molbace_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,gen,classic,classic,rocauc,1,0,100,100,128,-1,1,0.7128205128205128,0.0,0.7325682490001738,0.0,nan,nan,runs/ogbg-molbace_gen_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,gen,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6893772893772894,0.0,0.7449139280125194,0.0,nan,nan,runs/ogbg-molbace_gen_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,gen,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6534798534798535,0.0,0.6915319074943488,0.0,0.6788384628760215,3.9802631578947367,runs/ogbg-molbace_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,gin,classic,classic,rocauc,1,0,100,100,128,-1,1,0.652014652014652,0.0,0.7336115458181186,0.0,nan,nan,runs/ogbg-molbace_gin_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,gin,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6538461538461539,0.0,0.7169187967310032,0.0,nan,nan,runs/ogbg-molbace_gin_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,gin,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6630036630036631,0.0,0.7275256477134411,0.0,0.7369153190749435,2.0526315789473686,runs/ogbg-molbace_gin_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,gin,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6802197802197802,0.0,0.723526343244653,0.0,0.721961398017736,3.473684210526316,runs/ogbg-molbace_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,gine,classic,classic,rocauc,1,0,100,100,128,-1,1,0.6641025641025642,0.0,0.7454355764214919,0.0,nan,nan,runs/ogbg-molbace_gine_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,gine,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6684981684981685,0.0,0.6993566336289341,0.0,nan,nan,runs/ogbg-molbace_gine_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,gine,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6824175824175824,0.0,0.7718657624760911,0.0,0.7697791688402017,3.1710526315789473,runs/ogbg-molbace_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,graphconv,classic,classic,rocauc,1,0,100,100,128,-1,1,0.7311355311355311,0.0,0.8035124326204138,0.0,nan,nan,runs/ogbg-molbace_graphconv_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,graphconv,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.7461538461538462,0.0,0.7982959485306903,0.0,nan,nan,runs/ogbg-molbace_graphconv_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,graphconv,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6926739926739928,0.0,0.6736219787862981,0.0,0.734828725439054,2.0,runs/ogbg-molbace_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,graphconv,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6908424908424909,0.0,0.7475221700573813,0.0,0.7638671535385151,4.276315789473684,runs/ogbg-molbace_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,graphsage,classic,classic,rocauc,1,0,100,100,128,-1,1,0.6758241758241759,0.0,0.7758650669448792,0.0,nan,nan,runs/ogbg-molbace_graphsage_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,graphsage,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6703296703296704,0.0,0.7118761954442706,0.0,nan,nan,runs/ogbg-molbace_graphsage_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,graphsage,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7091575091575092,0.0,0.7821248478525474,0.0,0.7909928708050773,3.75,runs/ogbg-molbace_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,mf,classic,classic,rocauc,1,0,100,100,128,-1,1,0.7421245421245422,0.0,0.7760389497478699,0.0,nan,nan,runs/ogbg-molbace_mf_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,mf,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.7234432234432234,0.0,0.7683881064162754,0.0,nan,nan,runs/ogbg-molbace_mf_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,mf,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7747252747252747,0.0,0.8019474873934969,0.0,0.7949921752738653,4.980263157894737,runs/ogbg-molbace_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,pna,classic,classic,rocauc,1,0,100,100,128,-1,1,0.7516483516483518,0.0,0.6911841418883674,0.0,nan,nan,runs/ogbg-molbace_pna_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,pna,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.7036630036630036,0.0,0.7967310033037731,0.0,nan,nan,runs/ogbg-molbace_pna_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,pna,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.658974358974359,0.0,0.7480438184663536,0.0,0.7546513649800034,2.6315789473684212,runs/ogbg-molbace_pna_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,pna,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7095238095238096,0.0,0.7809076682316118,0.0,0.7337854286211093,3.914473684210526,runs/ogbg-molbace_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,resgated,classic,classic,rocauc,1,0,100,100,128,-1,1,0.7172161172161172,0.0,0.7876890975482524,0.0,nan,nan,runs/ogbg-molbace_resgated_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,resgated,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6912087912087912,0.0,0.7464788732394366,0.0,nan,nan,runs/ogbg-molbace_resgated_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,resgated,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6941391941391942,0.0,0.7231785776386715,0.0,0.7640410363415059,2.0,runs/ogbg-molbace_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,resgated,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.7395604395604396,0.0,0.7313510693792384,0.0,0.7617805599026256,3.388157894736842,runs/ogbg-molbace_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,sgc,classic,classic,rocauc,1,0,100,100,128,-1,1,0.6575091575091575,0.0,0.6965745087810815,0.0,nan,nan,runs/ogbg-molbace_sgc_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,sgc,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.6454212454212455,0.0,0.772735176491045,0.0,nan,nan,runs/ogbg-molbace_sgc_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,sgc,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.643956043956044,0.0,0.7117023126412798,0.0,0.7499565292992523,2.013157894736842,runs/ogbg-molbace_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,sgc,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-loss0.2-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6615384615384615,0.0,0.7970787689097547,0.0,0.7988175969396626,3.638157894736842,runs/ogbg-molbace_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
+ogbg-molbace,tag,classic,classic,rocauc,1,0,100,100,128,-1,1,0.7084249084249085,0.0,0.7344809598330725,0.0,nan,nan,runs/ogbg-molbace_tag_classic_T0_ns1_h128_e100_s0.json
+ogbg-molbace,tag,fixed-rrog,fixed-rrog-T1-ns3,rocauc,1,0,100,100,128,1,3,0.7355311355311356,0.0,0.6805772909059293,0.0,nan,nan,runs/ogbg-molbace_tag_fixed-rrog_T1_ns3_h128_e100_s0.json
+ogbg-molbace,tag,rrog-act,rrog-act-stream-T1-ns3-hm8-min2-exact-lq0.1-hex0.1-qw0,rocauc,1,0,100,100,128,1,3,0.6545787545787546,0.0,0.8191618848895844,0.0,0.8142931664058426,2.111842105263158,runs/ogbg-molbace_tag_rrog-act_T1_ns3_stream_hm8_hmin2_exact_lq0.1_hex0.1_qw0_h128_e100_s0.json
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+zinc-cycle56,sgc,classic,classic,mae_sum,1,0,200,200,64,-1,1,0.6286703646183014,0.0,0.6431848108768463,0.0,nan,nan,runs/rec_rrog_sgc_full_sig0.0_K1_none_T0_ns1_trace_s0.json
+zinc-cycle56,sgc,fixed-rrog,fixed-rrog-T1-ns3+trace,mae_sum,1,0,200,200,64,1,3,0.5008351653814316,0.0,0.5065882056951523,0.0,nan,nan,runs/rec_rrog_sgc_full_sig0.0_K1_none_T1_ns3_trace_s0.json
+zinc-cycle56,tag,classic,classic,mae_sum,1,0,200,200,64,-1,1,0.2888871505856514,0.0,0.28305479139089584,0.0,nan,nan,runs/rec_rrog_tag_full_sig0.0_K1_none_T0_ns1_trace_s0.json
+zinc-cycle56,tag,fixed-rrog,fixed-rrog-T1-ns3+trace,mae_sum,1,0,200,200,64,1,3,0.14095376804471016,0.0,0.13859563320875168,0.0,nan,nan,runs/rec_rrog_tag_full_sig0.0_K1_none_T1_ns3_trace_s0.json
+zinc-cycle56,transformer,classic,classic,mae_sum,1,0,200,200,64,-1,1,0.38368000090122223,0.0,0.3759562522172928,0.0,nan,nan,runs/rec_rrog_transformer_full_sig0.0_K1_none_T0_ns1_trace_s0.json
+zinc-cycle56,transformer,fixed-rrog,fixed-rrog-T1-ns3+trace,mae_sum,1,0,200,200,64,1,3,0.30924636125564575,0.0,0.326844722032547,0.0,nan,nan,runs/rec_rrog_transformer_full_sig0.0_K1_none_T1_ns3_trace_s0.json