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] |
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