Image Classification on ImageNet 1k (Top-1, Top-5) benchmark leaderboard · SOTA2 Research

Image Classification on ImageNet 1k (Top-1, Top-5)

70.02Top-1 AccuracySupervised

Evaluation Results

Method	Links
Supervised2026.04		70.02	89.34
SwAV2026.04		66.15	87.84
DINO2026.04		64.43	85.85
VICReg2026.04		62.66	84.93
SimCLR2026.04		62.03	84.75
BYOL2026.04		61.84	84.64
Supervised2026.04		61.72	85.29
ReSA2026.04		60.85	83.91
ReSA2026.04		60.79	85.58
Barlow Twins2026.04		59.69	82.68
HyDeS2026.04		56.62	81.34
DINO2026.04		51.28	79.93
SwAV2026.04		50.19	78.93
VICReg2026.04		47.14	75.71
Barlow Twins2026.04		46.24	74.44
CE-CLIP2026.04		46.02	74.91
BYOL2026.04		45.88	74.61
SimCLR2026.04		45.6	74.18
DeGLA2026.04		44.24	71.6
D_wo + InfoNCE2026.04		44	71.45
TSVLC2026.04		43.98	71.08
D_lc + InfoNCE2026.04		43.96	71.34
TSVLC+2026.04		43.89	71.15
NegCLIP2026.04		43.37	71.04
CLIP2026.04		43.12	70.26
Slipform2026.04		43.11	70.57
Static Margin2026.04		42.67	70.09
Inverse Margin2026.04		42.46	69.81
D_hc + InfoNCE2026.04		42.41	69.68
D_wo + Cement2026.04		42.28	69.52
D_lc + Cement2026.04		42.27	69.72
TripletCLIP2026.04		40.7	67.84
HyDeS2026.04		36.64	65.65