Split (1)

train · 616k rows

idx int64 0 36.9k	graph stringlengths 16 26	train_metric float64 0 6.24	valid_metric float64 0 3.87	test_metric float64 0 4.42	params int64 624k 18.6M	train_time float64 0.15 64.1	valid_time float64 0.01 14.1	test_time float64 0.01 26.4	dataset stringclasses 5 values	task stringclasses 12 values	gnn stringclasses 3 values
0	graph_00000000000010	0.035927	0.039632	0.042795	629,253	0.310538	0.025786	0.030354	rel-avito	ad-ctr	GIN
1	graph_00000000000011	0.03583	0.039668	0.042854	896,521	0.382425	0.029712	0.043834	rel-avito	ad-ctr	GIN
2	graph_00000000001000	0.039086	0.036075	0.040598	728,325	0.692667	0.178715	0.189064	rel-avito	ad-ctr	GIN
3	graph_00000000001010	0.040073	0.034647	0.039643	953,097	0.815127	0.178045	0.197129	rel-avito	ad-ctr	GIN
4	graph_00000000001011	0.04192	0.033744	0.039103	1,220,365	0.914212	0.199025	0.212681	rel-avito	ad-ctr	GIN
5	graph_00000000001100	0.040245	0.035273	0.039571	1,057,417	1.910844	0.606689	0.650857	rel-avito	ad-ctr	GIN
6	graph_00000000001110	0.042298	0.033576	0.03837	1,282,189	2.020874	0.587592	0.702021	rel-avito	ad-ctr	GIN
7	graph_00000000001111	0.039854	0.034595	0.039552	1,549,457	2.062085	0.561049	0.617712	rel-avito	ad-ctr	GIN
8	graph_00000100000000	0.035896	0.039731	0.04293	629,253	0.318147	0.025893	0.025678	rel-avito	ad-ctr	GIN
9	graph_00000100000010	0.035877	0.039808	0.042993	854,025	0.40742	0.032737	0.033007	rel-avito	ad-ctr	GIN
10	graph_00000100000011	0.035882	0.039677	0.042947	1,121,293	0.533034	0.049007	0.049508	rel-avito	ad-ctr	GIN
11	graph_00000100001000	0.040366	0.034725	0.039526	953,097	0.872566	0.173216	0.187247	rel-avito	ad-ctr	GIN
12	graph_00000100001010	0.040516	0.033409	0.038799	1,177,869	1.007723	0.189014	0.202314	rel-avito	ad-ctr	GIN
13	graph_00000100001011	0.03937	0.034163	0.039023	1,445,137	1.041835	0.199838	0.236001	rel-avito	ad-ctr	GIN
14	graph_00000100001100	0.040842	0.035067	0.039434	1,282,189	2.106553	0.560352	0.704911	rel-avito	ad-ctr	GIN
15	graph_00000100001110	0.042686	0.032762	0.037304	1,506,961	2.180291	0.564606	0.677487	rel-avito	ad-ctr	GIN
16	graph_00000100001111	0.040319	0.033908	0.038258	1,774,229	2.198082	0.563064	0.709982	rel-avito	ad-ctr	GIN
17	graph_00000110000000	0.035919	0.039553	0.042891	896,521	0.391947	0.031892	0.029988	rel-avito	ad-ctr	GIN
18	graph_00000110000010	0.036054	0.039522	0.042689	1,121,293	0.474808	0.03933	0.039376	rel-avito	ad-ctr	GIN
19	graph_00000110000011	0.035822	0.039747	0.04299	1,121,297	0.491366	0.045193	0.04402	rel-avito	ad-ctr	GIN
20	graph_00000110001000	0.039351	0.034527	0.040294	1,220,365	0.965502	0.181616	0.198616	rel-avito	ad-ctr	GIN
21	graph_00000110001010	0.040353	0.033945	0.039825	1,445,137	1.024652	0.201926	0.216831	rel-avito	ad-ctr	GIN
22	graph_00000110001011	0.040463	0.033896	0.039267	1,445,141	1.015728	0.187444	0.205768	rel-avito	ad-ctr	GIN
23	graph_00000110001100	0.041342	0.033705	0.038859	1,549,457	2.161323	0.552052	0.610423	rel-avito	ad-ctr	GIN
24	graph_00000110001110	0.040237	0.034388	0.039404	1,774,229	2.22848	0.650284	0.829299	rel-avito	ad-ctr	GIN
25	graph_00000110001111	0.0406	0.034296	0.039131	1,774,233	2.229864	0.563467	0.620512	rel-avito	ad-ctr	GIN
26	graph_00001000000000	0.035841	0.039695	0.042929	638,725	0.274066	0.019966	0.020527	rel-avito	ad-ctr	GIN
27	graph_00001000000010	0.035861	0.039794	0.043051	863,497	0.392916	0.030743	0.032194	rel-avito	ad-ctr	GIN
28	graph_00001000000011	0.035826	0.039712	0.042926	1,130,765	0.453023	0.036673	0.037642	rel-avito	ad-ctr	GIN
29	graph_00001000001000	0.040897	0.034634	0.039308	962,569	0.844119	0.178564	0.211492	rel-avito	ad-ctr	GIN
30	graph_00001000001010	0.040571	0.034414	0.040012	1,187,341	0.934069	0.175877	0.190312	rel-avito	ad-ctr	GIN
31	graph_00001000001011	0.040188	0.035449	0.039834	1,454,609	0.956696	0.191031	0.204191	rel-avito	ad-ctr	GIN
32	graph_00001000001100	0.040174	0.034455	0.039219	1,291,661	2.026991	0.539635	0.676868	rel-avito	ad-ctr	GIN
33	graph_00001000001110	0.041222	0.034419	0.038937	1,516,433	2.107431	0.570962	0.738097	rel-avito	ad-ctr	GIN
34	graph_00001000001111	0.040426	0.03405	0.038536	1,783,701	2.169074	0.563773	0.699692	rel-avito	ad-ctr	GIN
35	graph_00001000100000	0.03589	0.039619	0.042859	967,817	0.404609	0.030711	0.029969	rel-avito	ad-ctr	GIN
36	graph_00001000100010	0.035964	0.039553	0.042824	1,192,589	0.475658	0.041648	0.040758	rel-avito	ad-ctr	GIN
37	graph_00001000100011	0.035913	0.039874	0.042979	1,459,857	0.54645	0.04811	0.049474	rel-avito	ad-ctr	GIN
38	graph_00001000101000	0.040647	0.034457	0.039344	1,291,661	0.949314	0.177587	0.192341	rel-avito	ad-ctr	GIN
39	graph_00001000101010	0.04028	0.033627	0.038117	1,516,433	1.027098	0.210466	0.229342	rel-avito	ad-ctr	GIN
40	graph_00001000101011	0.039551	0.033856	0.039023	1,783,701	1.05403	0.209143	0.243003	rel-avito	ad-ctr	GIN
41	graph_00001000101100	0.041123	0.033518	0.038005	1,291,665	2.09166	0.566841	0.693615	rel-avito	ad-ctr	GIN
42	graph_00001000101110	0.040909	0.034087	0.038796	1,516,437	2.095271	0.602007	0.663857	rel-avito	ad-ctr	GIN
43	graph_00001000101111	0.040453	0.034098	0.03892	1,783,705	2.216051	0.569064	0.713889	rel-avito	ad-ctr	GIN
44	graph_00001100000000	0.035931	0.039626	0.042932	863,497	0.458587	0.054732	0.050259	rel-avito	ad-ctr	GIN
45	graph_00001100000010	0.035844	0.039717	0.042926	1,088,269	0.494694	0.043387	0.044395	rel-avito	ad-ctr	GIN
46	graph_00001100000011	0.035873	0.039605	0.042861	1,355,537	0.607624	0.062283	0.061406	rel-avito	ad-ctr	GIN
47	graph_00001100001000	0.039616	0.034079	0.03861	1,187,341	0.947792	0.19799	0.209911	rel-avito	ad-ctr	GIN
48	graph_00001100001010	0.040303	0.03321	0.038158	1,412,113	1.046647	0.219179	0.25449	rel-avito	ad-ctr	GIN
49	graph_00001100001011	0.039188	0.034515	0.039016	1,679,381	1.102651	0.218313	0.20755	rel-avito	ad-ctr	GIN
50	graph_00001100001100	0.041572	0.0341	0.038591	1,516,433	2.20399	0.56875	0.718333	rel-avito	ad-ctr	GIN
51	graph_00001100001110	0.041049	0.034208	0.038856	1,741,205	2.048489	0.588447	0.770781	rel-avito	ad-ctr	GIN
52	graph_00001100001111	0.041295	0.033441	0.038111	2,008,473	2.286362	0.631612	0.789993	rel-avito	ad-ctr	GIN
53	graph_00001100100000	0.035932	0.039652	0.042956	1,192,589	0.515338	0.051684	0.044002	rel-avito	ad-ctr	GIN
54	graph_00001100100010	0.036015	0.039664	0.043041	1,417,361	0.563559	0.055049	0.052884	rel-avito	ad-ctr	GIN
55	graph_00001100100011	0.035809	0.039814	0.043057	1,684,629	0.597331	0.060294	0.060439	rel-avito	ad-ctr	GIN
56	graph_00001100101000	0.03878	0.035399	0.039891	1,516,433	1.005923	0.194769	0.219229	rel-avito	ad-ctr	GIN
57	graph_00001100101010	0.040124	0.033321	0.038661	1,741,205	1.141899	0.202109	0.216852	rel-avito	ad-ctr	GIN
58	graph_00001100101011	0.039925	0.0345	0.039105	2,008,473	1.15892	0.217257	0.228631	rel-avito	ad-ctr	GIN
59	graph_00001100101100	0.039794	0.034366	0.038843	1,516,437	2.230287	0.578913	0.721267	rel-avito	ad-ctr	GIN
60	graph_00001100101110	0.040592	0.034025	0.039171	1,741,209	2.280195	0.594351	0.870514	rel-avito	ad-ctr	GIN
61	graph_00001100101111	0.039768	0.034405	0.039446	2,008,477	2.34567	0.591206	0.733437	rel-avito	ad-ctr	GIN
62	graph_00001110000000	0.036036	0.039528	0.042658	1,130,765	0.487151	0.039165	0.037913	rel-avito	ad-ctr	GIN
63	graph_00001110000010	0.035871	0.03956	0.042824	1,355,537	0.556548	0.053519	0.049578	rel-avito	ad-ctr	GIN
64	graph_00001110000011	0.035833	0.039791	0.043049	1,355,541	0.562288	0.053447	0.053748	rel-avito	ad-ctr	GIN
65	graph_00001110001000	0.040184	0.034833	0.039547	1,454,609	1.036885	0.200964	0.218986	rel-avito	ad-ctr	GIN
66	graph_00001110001010	0.040099	0.034129	0.039074	1,679,381	1.086728	0.194155	0.206553	rel-avito	ad-ctr	GIN
67	graph_00001110001011	0.040939	0.034033	0.038993	1,679,385	1.151146	0.212934	0.230863	rel-avito	ad-ctr	GIN
68	graph_00001110001100	0.040196	0.034977	0.039425	1,783,701	2.248542	0.573261	0.725183	rel-avito	ad-ctr	GIN
69	graph_00001110001110	0.041723	0.03327	0.037956	2,008,473	2.351319	0.587276	0.724414	rel-avito	ad-ctr	GIN
70	graph_00001110001111	0.040914	0.033448	0.038912	2,008,477	2.326017	0.627169	0.818359	rel-avito	ad-ctr	GIN
71	graph_00001110100000	0.035853	0.039794	0.042965	1,459,857	0.587936	0.052943	0.050384	rel-avito	ad-ctr	GIN
72	graph_00001110100010	0.03586	0.039767	0.043051	1,684,629	0.607084	0.064995	0.062115	rel-avito	ad-ctr	GIN
73	graph_00001110100011	0.035813	0.039722	0.042971	1,684,633	0.619695	0.06274	0.063511	rel-avito	ad-ctr	GIN
74	graph_00001110101000	0.039504	0.034803	0.040404	1,783,701	1.09252	0.210537	0.228548	rel-avito	ad-ctr	GIN
75	graph_00001110101010	0.041323	0.033439	0.038094	2,008,473	1.195223	0.211068	0.223655	rel-avito	ad-ctr	GIN
76	graph_00001110101011	0.039959	0.03467	0.039245	2,008,477	1.180969	0.224376	0.225345	rel-avito	ad-ctr	GIN
77	graph_00001110101100	0.040011	0.034084	0.038493	1,783,705	2.316193	0.602141	0.744266	rel-avito	ad-ctr	GIN
78	graph_00001110101110	0.039771	0.033852	0.03833	2,008,477	2.375519	0.594881	0.787072	rel-avito	ad-ctr	GIN
79	graph_00001110101111	0.039867	0.033979	0.038666	2,008,481	2.523761	0.612642	0.850913	rel-avito	ad-ctr	GIN
80	graph_00010000000000	0.035883	0.03968	0.042896	638,725	0.365961	0.046077	0.038399	rel-avito	ad-ctr	GIN
81	graph_00010000000010	0.036052	0.039551	0.042861	863,497	1.053017	0.195637	0.232202	rel-avito	ad-ctr	GIN
82	graph_00010000000011	0.036149	0.039476	0.042846	1,130,765	1.091601	0.235908	0.262528	rel-avito	ad-ctr	GIN
83	graph_00010000001000	0.041301	0.0345	0.039586	962,569	1.735626	0.356666	0.400845	rel-avito	ad-ctr	GIN
84	graph_00010000001010	0.039839	0.034498	0.039026	1,187,341	1.897415	0.449976	0.512862	rel-avito	ad-ctr	GIN
85	graph_00010000001011	0.039744	0.034965	0.039668	1,454,609	2.121764	0.453944	0.495749	rel-avito	ad-ctr	GIN
86	graph_00010000001100	0.040487	0.034762	0.038994	1,291,661	3.305523	0.831249	1.082721	rel-avito	ad-ctr	GIN
87	graph_00010000001110	0.041108	0.034768	0.038812	1,516,433	3.04055	0.808954	1.103187	rel-avito	ad-ctr	GIN
88	graph_00010000001111	0.040898	0.034831	0.039441	1,783,701	3.092032	0.806106	1.056926	rel-avito	ad-ctr	GIN
89	graph_00010001000000	0.036102	0.039576	0.042895	967,817	2.344653	0.599715	0.662154	rel-avito	ad-ctr	GIN
90	graph_00010001000010	0.036061	0.039592	0.042872	1,192,589	2.328863	0.513133	0.552735	rel-avito	ad-ctr	GIN
91	graph_00010001000011	0.035885	0.039689	0.043004	1,459,857	2.549603	0.573556	0.686592	rel-avito	ad-ctr	GIN
92	graph_00010001001000	0.039819	0.034815	0.039129	1,291,661	2.919736	0.619451	0.705204	rel-avito	ad-ctr	GIN
93	graph_00010001001010	0.041287	0.033673	0.038656	1,516,433	3.101899	0.76444	0.921602	rel-avito	ad-ctr	GIN
94	graph_00010001001011	0.040409	0.034282	0.039111	1,783,701	2.964236	0.712064	0.725926	rel-avito	ad-ctr	GIN
95	graph_00010001001100	0.039802	0.034843	0.039102	1,291,665	4.438062	1.124497	1.402162	rel-avito	ad-ctr	GIN
96	graph_00010001001110	0.039993	0.034973	0.03913	1,516,437	4.535277	1.252694	1.518405	rel-avito	ad-ctr	GIN
97	graph_00010001001111	0.040368	0.034585	0.039	1,783,705	4.660334	1.165453	1.469557	rel-avito	ad-ctr	GIN
98	graph_00010100000000	0.036162	0.039535	0.042871	863,497	1.049638	0.191634	0.212385	rel-avito	ad-ctr	GIN
99	graph_00010100000010	0.036133	0.03963	0.043086	1,088,269	1.64044	0.356131	0.333476	rel-avito	ad-ctr	GIN

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