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MAEB v1 audio-only (task avg)
MAEB · Audio Classification
MAEB · Audio Reranking
All benchmarks
12
Embeddings & Retrieval benchmarks
12
×
Benchmark
By
Leader
Models
MAEB v1 audio-only
Mean over tasks · multilingual (102 languages)
Embeddings classify relationships between audio clips, reorder candidate audio clips by relevance, group similar audio clips, classify audio clips, retrieve matching examples across modalities on Maeb v1 Audio Only · mean over tasks in 102 languages including Afrikaans, Amharic, Armenian, Assamese, Asturian, Belarusian, Bengali, Bosnian; tasks receive equal weight
MTEB
M
Ast Finetuned Audioset 10 10 0.4593
44.7
13
+6 versions & slices
Mean over task types · multilingual (102 languages)
Embeddings classify relationships between audio clips, reorder candidate audio clips by relevance, group similar audio clips, classify audio clips, retrieve matching examples across modalities on Maeb v1 Audio Only · mean over task types in 102 languages including Afrikaans, Amharic, Armenian, Assamese, Asturian, Belarusian, Bengali, Bosnian; task types receive equal weight
MTEB
M
Ast Finetuned Audioset 10 10 0.4593
55.2
13
Any-to-any Retrieval · multilingual (4 languages)
Embeddings retrieve matching examples across modalities on Maeb v1 Audio Only · Any-to-any Retrieval in English, French, German, Spanish
MTEB
M
Ast Finetuned Audioset 10 10 0.4593
94.6
13
Audio Classification · multilingual (102 languages)
Embeddings classify audio clips on Maeb v1 Audio Only · Audio Classification in 102 languages including Afrikaans, Amharic, Armenian, Assamese, Asturian, Belarusian, Bengali, Bosnian
MTEB
M
Ast Finetuned Audioset 10 10 0.4593
45.7
13
Audio Clustering · multilingual (6 languages)
Embeddings group similar audio clips on Maeb v1 Audio Only · Audio Clustering in English, French, German, No linguistic content, Polish, Spanish
MTEB
Vggish
7.8
13
Audio Pair Classification · English
Embeddings classify relationships between audio clips on Maeb v1 Audio Only · Audio Pair Classification in English
MTEB
Yamnet
54.6
13
Audio Reranking · No linguistic content
Embeddings reorder candidate audio clips by relevance on Maeb v1 Audio Only · Audio Reranking in No linguistic content
MTEB
Yamnet
81.7
13
MAEB
v1 · Audio Classification · multilingual (102 languages)
Embeddings classify audio clips on Maeb v1 · Audio Classification in 102 languages including Afrikaans, Amharic, Armenian, Assamese, Asturian, Belarusian, Bengali, Bosnian
MTEB
M
Ast Finetuned Audioset 10 10 0.4593
45.7
13
+4 versions & slices
v1 · Audio Clustering · multilingual (6 languages)
Embeddings group similar audio clips on Maeb v1 · Audio Clustering in English, French, German, No linguistic content, Polish, Spanish
MTEB
Vggish
7.8
13
v1 · Audio Pair Classification · English
Embeddings classify relationships between audio clips on Maeb v1 · Audio Pair Classification in English
MTEB
Yamnet
54.6
13
v1 · Audio Reranking · No linguistic content
Embeddings reorder candidate audio clips by relevance on Maeb v1 · Audio Reranking in No linguistic content
MTEB
Yamnet
81.7
13
v1 · Audio Multilabel Classification · English
Embeddings assign multiple labels to audio clips on Maeb v1 · Audio Multilabel Classification in English
MTEB
M
Ast Finetuned Audioset 10 10 0.4593
72.7
12
No benchmark matches
Model
MAEB · Audio Reranking
Dimensions
Languages
Price
Released
Yamnet
Google
Open
81.7
1,024
—
Oct 2020
Vggish
Google
Open
78.7
128
—
Jun 2019
M
Ast Finetuned Audioset 10 10 0.4593
Massachusetts Institute of Technology
Open
77.6
768
—
Jul 2021
m
HeAR S1.1
matthewagi
Open
59.8
384
—
Mar 2026
Data2vec Audio Large 960h
Meta
Open
56.9
1,024
en
Feb 2022
s
M Ctc T Large
speechbrain
Open
56.2
1,536
en
Jan 2022
s
Cnn14 Esc50
speechbrain
Open
53.8
—
en
Nov 2022
Encodec 24khz
Meta
Open
51.6
128
—
Oct 2022
a
Sew D Tiny 100K Ft Ls100h
asapp
Open
51.4
384
en
Sep 2021
Unispeech Sat Base 100h Libri Ft
Microsoft
Open
50.3
768
en
Oct 2021
Data2vec Audio Base 960h
Meta
Open
49
768
en
Feb 2022
a
Sew D Mid 400K Ft Ls100h
asapp
Open
47.8
512
en
Sep 2021
a
Sew D Base Plus 400K Ft Ls100h
asapp
Open
46.7
768
en
Sep 2021
