Multi-Class Classification on SALT (test) benchmark leaderboard · SOTA2 Research

Multi-Class Classification on SALT (test)

99Accuracy (Plant)DS+XGBoost

Evaluation Results

Method	Links
DS+XGBoost2026.04		99	95	70	70	99	51	57	68	76	5.25
DS+CatBoost2026.04		99	80	80	81	99	16	44	71	71	4.63
DS+CARTE2026.04		99	97	75	77	99	46	62	74	79	3.88
DS+AutoGluon2026.04		99	98	78	78	99	34	52	74	77	3.75
GraphSAGE12026.04		99	97	64	59	99	20	39	59	67	6.88
GraphSAGE22026.04		99	98	69	62	100	16	37	57	67	5.88
KumoRFM-12026.04		99	99	79	81	100	38	66	78	80	1.88
KumoRFM-22026.04		99	98	78	81	100	61	68	79	83	1.38
DS+TabICLv2*2026.04		94	91	80	74	100	7	50	73	71	5.63
DS+LightGBM2026.04		61	28	73	73	99	2	10	51	50	9
Random2026.04		59	11	62	62	99	2	2	12	39	10.38
Majority2026.04		59	54	62	62	99	5	23	41	51	9.63