Classification on In-house benchmark leaderboard · SOTA2 Research

Classification on In-house

92.27AccuracyPAMS

Evaluation Results

Method	Links
PAMS2026.03		92.27	99.31	94.84	56.2
PAMS2026.03		92.19	99.36	94.66	51.78
Weighted CE (2:3:5)2026.03		91.88	99.41	94.27	46.32
Soft Labels (β = 5)2026.03		91.76	98.79	94.07	43.16
Soft Labels (β = 5)2026.03		91.72	98.71	94.19	48.09
Hong et al. (τ = 15)2026.03		91.69	99.31	94.23	50.59
Weighted CE (2:3:5)2026.03		91.65	99.33	93.99	43.55
Weighted CE (1:2:7)2026.03		91.57	99.34	93.95	42.99
HXE (α = 0.1)2026.03		91.53	99.35	93.86	42.54
Soft Labels (β = 10)2026.03		91.49	99.01	94.09	49.82
Cross Entropy (CE)2026.03		91.45	99.33	93.71	39.1
CDW-CE2026.03		91.45	99.37	93.8	41.72
Chang et al.2026.03		91.42	99.27	94.01	49.07
Soft Labels (β = 10)2026.03		91.42	99.22	93.8	42.78
Hong et al. (τ = 10)2026.03		91.22	99.21	94.02	53.1
HAF2026.03		91.18	99.28	93.87	49.69
Hong et al. (τ = 10)2026.03		91.11	99.35	93.8	49.16
Chang et al.2026.03		91.07	99.29	93.61	44.67
HXE (α = 0.5)2026.03		91.03	99.31	93.44	40.87
HXE (α = 0.5)2026.03		90.99	99.19	93.78	50.96
Hong et al. (τ = 15)2026.03		90.87	99.2	93.76	53.07
HXE (α = 0.1)2026.03		90.76	99.21	93.63	50.69
HAF2026.03		90.68	99.12	93.18	40.14
Cross Entropy (CE)2026.03		90.41	99.16	93.13	44.16
CDW-CE2026.03		90.02	99.14	92.97	47.14
Weighted CE (1:2:7)2026.03		89.17	99.14	92.29	44.6