Interpretable Graph Classification on BENZENE benchmark leaderboard · SOTA2 Research

Interpretable Graph Classification on BENZENE

0.9381AUCGSAT+SD

Evaluation Results

Method	Links
GSAT+SD2026.05		0.9381	1.18	0.9365	0.5401
GSAT+SD*2026.05		0.9381	1.78	0.9372	0.5401
GAT+SD2026.05		0.9351	1.67	0.9217	0.4553
GAT+SD*2026.05		0.9351	2.38	0.9323	0.4553
GSAT+SD2026.05		0.9297	0.74	0.9314	0.4854
GSAT+SD*2026.05		0.9297	1.16	0.9363	0.4854
CAL+SD2026.05		0.9275	14.81	0.8675	0.3298
CAL+SD*2026.05		0.9275	10.27	0.9108	0.3298
GSAT2026.05		0.9272	1.2	0.9362	0.5498
GSAT2026.05		0.9265	1.08	0.9343	0.5757
SMGNN+SD2026.05		0.9234	2.97	0.8649	0.2714
SMGNN+SD*2026.05		0.9234	4.76	0.9154	0.2714
GAT2026.05		0.921	1.89	0.9231	0.4648
CAL+SD2026.05		0.9189	12.29	0.8703	0.3289
CAL+SD*2026.05		0.9189	10.45	0.9034	0.3289
GAT+SD*2026.05		0.9175	4.18	0.92	0.3205
GAT+SD2026.05		0.9164	2.89	0.9002	0.3611
CAL2026.05		0.9121	6.23	0.8703	0.3387
SMGNN2026.05		0.9104	3.24	0.8688	0.279
CAL2026.05		0.9068	5.84	0.8716	0.3385
GAT2026.05		0.904	3.19	0.9024	0.3719
SMGNN+SD2026.05		0.8997	3.87	0.8181	0.2461
SMGNN+SD*2026.05		0.8997	6.83	0.9089	0.2461
SMGNN2026.05		0.8888	4.48	0.8266	0.254