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Image Classification on ImageNet-Adversarial

87.3Top-1 Acc

EVA-CLIP-18B

Updated 1mo ago

Evaluation Results

Method	Links
EVA-CLIP-18B 2024.02		87.3
EVA-CLIP-8B 2024.02		85.2
InternVL-C 2024.02		83.8
EVA-02-CLIP-E/14+ 2023.03		82.1
EVA-02-CLIP-E/14+ 2024.02		82.1
DFN5B-CLIP-H/14+ 2024.02		79.6
CLIP 2022.12		78
CLIP 2022.12		77.2
EVA-01-CLIP-g/14+ 2024.02		74.1
EVA-01-CLIP-g/14 2024.02		73.6
CLIP 2022.12		71.9
DFN5B-CLIP-H/14 2024.02		71.7
OpenCLIP-G/14 2024.02		69.3
TRACER 2026.05		54.92
EVA-02-CLIP-B/16 2023.03		54.1
MERGETUNE + Weight ens. 2026.01		52.68
MERGETUNE 2026.01		51.61
CaRot 2026.05		51.57
FLIP 2022.12		51.2
Zero-shot (CLIP) 2026.01		50.12
MERGETUNE + Weight ens. 2026.01		50.04
OpenAI CLIP-B/16 2023.03		50
ZS 2026.05		49.95
Lipsum-FT 2026.05		49.87
LP-FT 2026.05		49.28
MERGETUNE 2026.01		49.21
FLYP 2026.05		48.49
VRF 2026.01		48.41
TIES 2026.01		48.32
OpenCLIP 2022.12		48.3
VRF 2026.01		48.08
Weight ens. 2026.01		47.89
TIES 2026.01		47.81
DARE 2026.01		47.74
Weight ens. 2026.01		47.61
Linear Probing 2026.01		46.48
CLIP 2022.12		46.3
E2E-FT 2026.01		36.62
DARE 2026.01		35.55