Node Classification on Airport USA, Brazil, Europe Domain Adaptation Transfers v1 benchmark leaderboard · SOTA2 Research

Node Classification on Airport USA, Brazil, Europe Domain Adaptation Transfers v1

71.76F1 Micro (U->B)DiffGDA

Evaluation Results

Method	Links
DiffGDA2026.02		71.76	72.21	54.18	52.58	54.37	50.37	57.15	57.56	56.2	52.93	74.81	74.84	60.75
TDSS2026.02		67.43	63.36	52.05	48.17	47.62	36.46	51.8	40.38	46.08	36.55	55.73	45.27	49.24
PairAlign2026.02		66.26	65.35	39.5	35.61	41.92	40.89	38.1	37.57	39.63	37.71	55.57	53.26	45.95
AdaGCN2026.02		65.65	66.15	50.63	51.45	46.87	43.89	54.44	54.92	48.62	44.37	73.74	73.34	56.17
GAA2026.02		64.89	59.28	51.7	50.16	52.5	50.18	48.22	42.76	48.7	47.17	56.07	55.34	51.98
A2GNN2026.02		64.24	61.08	46.62	43.51	47.66	38.6	47.67	42.8	52.72	48.39	54.81	46.76	49.57
GraphAlign2026.02		62.54	61.33	52.18	50.09	50.33	47.11	55.23	53.19	54.35	49.31	71.02	69.97	56.39
StruRW2026.02		62.44	62.25	39.7	37.26	41.45	40.02	38.3	36.84	41.21	38.1	55.11	52.15	45.4
GGDA2026.02		62.44	60.05	48.17	43.48	47.03	38.8	48.67	38.88	49.94	47.09	65.8	62.46	51.07
DGSDA2026.02		61.22	60.28	49.35	48.2	54.91	53.76	42.56	42.58	49.76	47.59	60.15	59.3	52.28
UDAGCN2026.02		58.17	56.82	44.51	41.85	42.17	34.65	47.97	47.6	42.79	41.83	62.29	61.97	48.55
GRADE2026.02		57.71	56.16	48.97	46.86	43.31	38.68	55.94	53.93	46.64	42.47	63.05	60.13	51.15
GCN2026.02		56.34	55.12	44.71	42.63	40.22	31.21	48.92	46.52	44.67	37.39	58.47	57.27	46.96
GAT2026.02		50.53	48.01	40.25	35.57	44.25	41.25	46.67	46.18	43.9	42.13	50.84	49.02	44.88
DANE2026.02		44.12	41.23	39.9	34.24	42.2	35.73	38.45	33.57	36.13	28.26	46.56	39.94	38.36
GIN2026.02		33.13	23.29	32.28	22.5	35.87	28.06	32.98	26.03	36.07	28.03	33.89	26.21	29.86