Multi-label Classification on AID Random SPML noise (test) benchmark leaderboard · SOTA2 Research

Multi-label Classification on AID Random SPML noise (test)

89.01mAPGT w/ BCE

Evaluation Results

Method	Links
GT w/ BCE2025.10		89.01	5.834	1.657	94.29	83.12	88.87	79.58
IUN2025.10		82.24	6.622	3.408	90.88	72.65	93.13	62.87
AdaGC2025.10		75.67	6.862	5.636	83.39	64.16	68.89	71.82
Dist-PU2025.10		70.85	6.692	4.355	89.86	60.48	78.55	57.04
ELR2025.10		69.13	7.469	5.914	87.99	59.04	74.8	55.91
LL-R2025.10		68.85	8.526	8.616	80.39	50.89	84.92	38.75
EPR2025.10		68.38	7.395	9.086	84.76	69.82	62.3	81.11
WAN2025.10		68.12	7.62	8.055	78.06	49.53	84.19	36.45
BoostLU2025.10		68	8.104	6.656	85.44	54.48	79.19	47.14
LL-Ct2025.10		66.96	8.574	7.647	85.42	55.41	78.43	47.92
AN2025.10		64.89	8.557	11.36	71.6	26.83	86.05	16.71
LL-Cp2025.10		64.42	7.792	7.931	78.64	45.47	76.83	36.25
AN-LS2025.10		64.4	11.347	21.664	70.65	19.97	79.98	12.14
RCML2025.10		64.24	7.522	8.338	80.1	45.45	75.62	37.84
LCR2025.10		62.62	8.269	10.453	71.68	23.48	78.12	15.06
LAC2025.10		62.27	7.902	9.674	72.57	28.59	82.17	18.38
GR2025.10		62.14	11.236	21.537	72.11	28.32	82.59	18.18
MIME2025.10		61.55	7.308	7.474	73.67	31.55	81.05	20.52
ROLE2025.10		56.35	13.581	19.8	76.1	43.26	83.73	30.84