Msclap 2022

Dec 2022
Msclap 2022
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62.9MAEB v1 audio-only
Dec 2022released

Ranking?

Full ranking →
1E5 Omni 7B68.82BidirLM Omni 2.5B Embedding65.83LCO Embedding Omni 7B64.54E5 Omni 3B64.45LCO Embedding Omni 3B62.2
···
24Qwen 2 Audio 7B12.425Msclap 202212.126Larger Clap Music11.5

Alternatives?

ModelScoreCostPriceWhat changes
BetterJina Embeddings v5 Omni NanounstatedOpen×5—$0.02Memory (4-bit): 0.1 GB → 0.6 GBHOpenE5 Omni 7Bunstated×5.7——Memory (4-bit): 0.1 GB → 5.4 GBBetterEmbeddingGemma 2unstatedOpen×4.6—$0.02Memory (4-bit): 0.1 GB → 0.2 GBBetterJina Embeddings v5 Omni SmallunstatedOpen×5.2—$0.05Memory (4-bit): 0.1 GB → 1 GBBBetterBidirLM Omni 2.5B EmbeddingunstatedOpen×5.5——Memory (4-bit): 0.1 GB → 1.5 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
LicenceMITfree for commercial use

History

2 versions
1212.212.412.6Jan 23Apr 23Jul 23Release dateMAEB · Audio Zero-shot Classification20222023
1212.212.412.6Jan 23Apr 23Jul 23Release dateMAEB · Audio Zero-shot Classification20222023

Benchmarks

in Embeddings & Retrieval
MAEB v1 · Mean over tasks · multilingual (159 languages)32.2#18
MAEB v1 · Mean over task types · multilingual (159 languages)39.3#17
MAEB v1 · Audio Classification · multilingual (102 languages)36.1#28
MAEB v1 · Audio Zero-shot Classification · English12.1#25
MAEB v1 · Any-to-any Retrieval · multilingual (150 languages)21.7#11
MAEB v1 · Audio Pair Classification · English51.7#32
MAEB v1 · Audio Reranking · No linguistic content62.9#25
MAEB v1 · Audio Multilabel Classification · English70.9#11
MAEB v1 · Audio Clustering · multilingual (6 languages)19.9#3
MAEB v1 audio-only · Mean over tasks · multilingual (102 languages)40.1#23
MAEB v1 audio-only · Mean over task types · multilingual (102 languages)51.6#18
MAEB v1 audio-only · Audio Classification · multilingual (102 languages)36.1#28
MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages)87.2#13
MAEB v1 audio-only · Audio Clustering · multilingual (6 languages)19.9#3
MAEB v1 audio-only · Audio Pair Classification · English51.7#32
MAEB v1 audio-only · Audio Reranking · No linguistic content62.9#25

FAQ

How much does Msclap 2022 cost?›

There is no per-unit API price: price not verified.

How good is Msclap 2022, and what is it best at?›

#21 of 27 in Multimodal.

Is Msclap 2022 better than Qwen 2 Audio 7B?›

On MAEB v1 · Audio Zero-shot Classification · English, Msclap 2022 scores 12.1 vs 12.4 — about the same.

When was Msclap 2022 released? Is there a newer version?›

Released 2022-12-01. It is the current version in its line.

Is Msclap 2022 open source?›

Yes, the weights are open (MIT licence).

Can I run Msclap 2022 locally?›

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

What is Msclap 2022?›

Msclap 2022 is an open-weights embeddings & retrieval model from Microsoft, released Dec 2022.

What are the best alternatives to Msclap 2022?›

Jina Embeddings v5 Omni Nano (better), E5 Omni 7B (open weights).