Siglip Base Patch16 224

Jan 2024
Siglip Base Patch16 224
Compare in
on
self-host onlyprice
20.9MIEB lite
Jan 2024released
768Dimensions
0K tokensMax input

Ranking?

Full ranking →
1EVA02 CLIP B 16862Siglip So400m Patch14 38484.63Siglip Large Patch16 38483.74CLIP ViT BigG 14 Laion2B 39B B160k83.65CLIP ViT G 14 Laion2B S34B B88K82.8
···
13Siglip Base Patch16 25679.714Siglip Base Patch16 22479.315Siglip Base Patch16 256 Multilingual78.9

Strong at

C
Embeddings & Retrieval#74 of 89

Alternatives?

ModelScoreCostPriceWhat changes
QBetterEVA02 CLIP B 16unstatedOpen+8%——Memory (4-bit): 0.1 GB → 3 GBBetterSiglip So400m Patch14 384Open+7%——Memory (4-bit): 0.1 GB → 0.5 GBBetterSiglip Large Patch16 384Open+6%——Memory (4-bit): 0.1 GB → 0.4 GBlBetterCLIP ViT BigG 14 Laion2B 39B B160kOpen+5%——Memory (4-bit): 0.1 GB → 1.5 GBlBetterCLIP ViT G 14 Laion2B S34B B88KOpen+4%——Memory (4-bit): 0.1 GB → 0.8 GB

Run it yourself

estimate
Fits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use

Benchmarks

in Embeddings & Retrieval
MIEB English · Mean over tasks · multilingual (13 languages)54.3#20
MIEB English · Mean over task types · multilingual (13 languages)54.3#20
MIEB English · Document Understanding · English26.2#66
MIEB English · Zero-shot Classification · English62.6#15
MIEB English · Any-to-any Retrieval · English36.3#16
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)64.2#27
MIEB English · Image Classification · English79.3#14
MIEB English · Compositionality · English39.8#21
MIEB English · Vision Centric QA · English51.1#18
MIEB English · Image Clustering · English74.5#29
MIEB Img · Mean over tasks · multilingual (13 languages)58.6#19
MIEB Img · Mean over task types · multilingual (13 languages)58.6#19
MIEB Img · Image Classification · English79.3#14
MIEB Img · Any-to-any Retrieval · English37.7#16
MIEB Img · Visual semantic similarity (English) · English63.5#26
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)38.1#28
MIEB Img · Image Clustering · English74.5#29
MIEB lite · Mean over tasks · multilingual (41 languages)47.4#28
MIEB lite · Mean over task types · multilingual (41 languages)47.4#28
MIEB lite · Vision Centric QA · English53#22
MIEB lite · Any-to-any Retrieval · English29.3#22
MIEB lite · Document Understanding · English20.9#74
MIEB lite · Zero-shot Classification · English65#16
MIEB lite · Compositionality · English32.5#28
MIEB lite · Image Classification · English73.5#17
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)33.6#19
MIEB lite · Image Clustering · English68.4#33
MIEB lite · Visual semantic similarity (English) · English64.2#32
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)33.5#34
MIEB multilingual · Mean over tasks · multilingual (41 languages)50.9#18
MIEB multilingual · Mean over task types · multilingual (41 languages)50.9#18
MIEB multilingual · Zero-shot Classification · English62.6#15
MIEB multilingual · Image Classification · English79.3#14
MIEB multilingual · Document Understanding · English26.2#66
MIEB multilingual · Any-to-any Retrieval · English36.3#16
MIEB multilingual · Compositionality · English39.8#21
MIEB multilingual · Vision Centric QA · English51.1#18
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)64.2#27
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)33.5#34
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)41.2#12
MIEB multilingual · Image Clustering · English74.5#29
ViDoRe v3 · Mean over tasks · multilingual (6 languages)5.4#48

FAQ

How much does Siglip Base Patch16 224 cost?›

There is no per-unit API price: self-host only.

Is Siglip Base Patch16 224 free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is Siglip Base Patch16 224, and what is it best at?›

#74 of 89 in Multimodal.

Is Siglip Base Patch16 224 better than Siglip Base Patch16 256?›

On MIEB Img · Image Classification · English, Siglip Base Patch16 224 scores 79.3 vs 79.7 — about the same.

When was Siglip Base Patch16 224 released? Is there a newer version?›

Released 2024-01-08. It is the current version in its line.

Is Siglip Base Patch16 224 open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run Siglip Base Patch16 224 locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is Siglip Base Patch16 224?›

Siglip Base Patch16 224 is an open-weights embeddings & retrieval model from Google, released Jan 2024.

What are the best alternatives to Siglip Base Patch16 224?›

EVA02 CLIP B 16 (better).