Image Classification on EuroSAT (Accuracy and ECE) benchmark leaderboard · SOTA2 Research

Image Classification on EuroSAT (Accuracy and ECE)

58.3AccuracySoC

Evaluation Results

Method	Links
SoC2026.01		58.3	3.2
Zero-Shot2026.01		55	6.9
C-TPT2026.01		54	17.3
O-TPT2026.01		53.6	17.7
TPT2026.01		51.9	25.8
Robust-adapt-Penalty-CTPT2025.03		44.06	7.08
Robust-adapt-Penalty-CTPT2025.03		44.06	7.08
C-TPT2025.03		43.2	13.2
C-TPT2025.03		43.2	13.2
Robust-adapt-SaLs-CTPT2025.03		43.05	14.92
Robust-adapt-SaLs-CTPT2025.03		43.05	14.92
O-TPT2025.03		42.84	12.98
O-TPT2025.03		42.84	12.98
Robust-adapt-ZS-CTPT2025.03		42.64	12.23
Robust-adapt-ZS-CTPT2025.03		42.64	12.23
TPT2025.03		42.4	13.2
TPT2025.03		42.4	13.2
Zero Shot2025.03		41.3	13.89
Zero Shot2025.03		41.3	13.89
O-TPT2025.03		28.35	14.71
TPT2025.03		28.3	22.5
C-TPT2025.03		27.8	15.1
Robust-adapt-ZS-CTPT2025.03		27.64	9.91
Robust-adapt-SaLs-CTPT2025.03		27.54	10.46
Robust-adapt-Penalty-CTPT2025.03		26.64	11.97
Zero Shot2025.03		23.7	15.4