Skip to content

tim-learn/CLIP_models

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 

Repository files navigation

CLIP-like models

Name Type Res. (Zero-Shot) IN-1K acc.
CLIP (OpenAI) [code] [paper] ViT-B/32 224px 63.2%
ViT-B/16 224px 68.6%
ViT-L/14 224px 75.3%
RN50 224px 59.6%
RN101 224px 62.2%
RN50x4 224px 65.8%
RN50x16 224px 70.5%
RN50x64 224px 73.6%
ViT-L/14@336px 336px 76.2%
OpenCLIP [code] [paper] ViT-B/32 256px 72.8%
ViT-B/16 224px 73.5%
ViT-L/14 224px 75.3%
ViT-H/14 224px 78.0%
ViT-L/14 224px 79.2%
ViT-G/14 224px 80.1%
ViT-L/14 224px 75.5%
ConvNext-Base 256px 71.5%
ConvNext-Large 320px 76.9%
ConvNext-XXLarge 256px 79.5%
EVA-CLIP [code] [paper] EVA01_CLIP_g_14_psz14_s11B 224px 78.5%
EVA01_CLIP_g_14_plus_psz14_s11B 224px 79.3%
EVA02_CLIP_B_psz16_s8B 224px 74.7%
EVA02_CLIP_L_psz14_s4B 224px 79.8%
EVA02_CLIP_L_336_psz14_s6B 336px 80.4%
EVA02_CLIP_E_psz14_s4B 224px 81.9%
EVA02_CLIP_E_psz14_plus_s9B 224px 82.0%
SigLIP [code] [paper] xx 224px ?
CLIPA [code] [paper] CLIPA-B/16 224px 63.2%
CLIPA-L/14 224px 80.3%
CLIPA-H/14 224px 81.8%
CLIPA-G/14 224px 83.0%
MetaCLIP [code] [paper] MetaCLIP-B32-400M 224px 65.5%
MetaCLIP-B16-400M 224px 70.8%
MetaCLIP-L14-400M 224px 76.2%
MetaCLIP-B32-2.5B 224px 67.6%
MetaCLIP-B16-2.5B 224px 72.1%
MetaCLIP-L14-2.5B 224px 79.2%
MetaCLIP-H14-2.5B 224px 80.5%
MetaCLIP-G14-2.5B 224px ?
SLIP [code] [paper] ViT-Small 224px 39.5%
DeLIP [code] [paper] ViT-B/32 224px 66.2%
RN50 224px 62.5%
TinyCLIP [code] [paper]
MobileCLIP [paper]

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published