Q

EVA02 CLIP B 16

Apr 2023
QEVA02 CLIP B 16
Compare in
on
self-host onlyprice
26.2MIEB lite
Apr 2023released
0K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1LCO Embedding Omni 7B83.22LCO Embedding Omni 3B80.83E5 Omni 7B78.64E5 Omni 3B74.35DNA VL STEER 2B73.6
···
33Blip Image Captioning Base34.934EVA02 CLIP B 163435CLIP ViT B 16 DataComp.XL S13B B90K33.8

Strong at

C
Embeddings & Retrieval#69 of 89

Run it yourself

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

Benchmarks

in Embeddings & Retrieval
MIEB English · Mean over tasks · multilingual (13 languages)59.8#7
MIEB English · Mean over task types · multilingual (13 languages)59.8#7
MIEB English · Document Understanding · English32.3#61
MIEB English · Zero-shot Classification · English70.8#2
MIEB English · Any-to-any Retrieval · English40.1#4
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)72#8
MIEB English · Image Classification · English86#1
MIEB English · Compositionality · English45.7#3
MIEB English · Vision Centric QA · English39.4#40
MIEB English · Image Clustering · English92.4#1
MIEB Img · Mean over tasks · multilingual (13 languages)65.2#3
MIEB Img · Mean over task types · multilingual (13 languages)65.2#3
MIEB Img · Image Classification · English86#1
MIEB Img · Any-to-any Retrieval · English43.2#1
MIEB Img · Visual semantic similarity (English) · English70.5#6
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)34#34
MIEB Img · Image Clustering · English92.4#1
MIEB lite · Mean over tasks · multilingual (41 languages)50.8#18
MIEB lite · Mean over task types · multilingual (41 languages)50.8#18
MIEB lite · Vision Centric QA · English38.8#48
MIEB lite · Any-to-any Retrieval · English35.2#6
MIEB lite · Document Understanding · English26.2#69
MIEB lite · Zero-shot Classification · English74#2
MIEB lite · Compositionality · English38.9#12
MIEB lite · Image Classification · English80#1
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)26#23
MIEB lite · Image Clustering · English87.3#1
MIEB lite · Visual semantic similarity (English) · English73.7#12
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)28.2#41
MIEB multilingual · Mean over tasks · multilingual (41 languages)53.5#12
MIEB multilingual · Mean over task types · multilingual (41 languages)53.5#12
MIEB multilingual · Zero-shot Classification · English70.8#2
MIEB multilingual · Image Classification · English86#1
MIEB multilingual · Document Understanding · English32.3#61
MIEB multilingual · Any-to-any Retrieval · English40.1#4
MIEB multilingual · Compositionality · English45.7#3
MIEB multilingual · Vision Centric QA · English39.4#40
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)72#8
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)28.2#41
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)27.8#17
MIEB multilingual · Image Clustering · English92.4#1

FAQ

How much does EVA02 CLIP B 16 cost?›

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

Is EVA02 CLIP B 16 free to use?›

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

How good is EVA02 CLIP B 16, and what is it best at?›

#69 of 89 in Multimodal.

Is EVA02 CLIP B 16 better than Blip Image Captioning Base?›

On MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages), EVA02 CLIP B 16 scores 34 vs 34.9 — about the same.

When was EVA02 CLIP B 16 released? Is there a newer version?›

Released 2023-04-26. It is the current version in its line.

Is EVA02 CLIP B 16 open source?›

Yes, the weights are open (MIT licence).

Can I run EVA02 CLIP B 16 locally?›

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

What is EVA02 CLIP B 16?›

EVA02 CLIP B 16 is an open-weights embeddings & retrieval model from QuanSun, released Apr 2023.

What are the best alternatives to EVA02 CLIP B 16?›

Jina Clip v1 (better), LCO Embedding Omni 7B (open weights).