Multi-label Classification on AID-Manual (test) benchmark leaderboard · SOTA2 Research

Multi-label Classification on AID-Manual (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		82.71	6.638	3.068	91.47	74.83	94.18	65.53
AdaGC2025.10		79.07	6.673	4.62	82.66	71.95	68.25	82.61
ELR2025.10		76.99	7.278	5.353	88.26	69.09	77.43	68.55
Dist-PU2025.10		74.9	6.574	3.652	90.23	66.77	80.98	62.7
LL-R2025.10		73.89	7.743	6.56	83.95	63.51	80.53	54.6
RCML2025.10		72.87	7.453	7.393	80.46	52.99	85.83	43.08
LL-Ct2025.10		72.46	7.564	7.788	76.04	42.7	85.52	30.93
EPR2025.10		71.92	7.251	8.766	84.89	71.3	63.86	83.84
BoostLU2025.10		71.35	8.441	8.976	75.61	42.58	83.31	31.62
WAN2025.10		70.28	7.721	8.364	75.35	45.28	88.3	32.21
LL-Cp2025.10		69.65	7.854	8.982	70.87	23.14	80.08	14.94
AN2025.10		67.66	8.589	11.276	71.3	29.01	83.94	18.83
GR2025.10		67.18	11.042	21.481	71.63	29.88	86.64	19.93
AN-LS2025.10		66.75	11.556	23.3	71.34	28.41	84.61	18.32
LCR2025.10		66.61	8.322	10.669	71.79	31.83	85.52	21.03
LAC2025.10		65.8	7.878	9.395	72.64	31.72	80.81	21.03
MIME2025.10		65.39	7.24	6.333	73.1	32.62	84.73	21.7
ROLE2025.10		64.36	13.253	17.429	76.41	49.11	86.08	36.3