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MTEB multilingual · Reranking
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Reranking
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MTEB multilingual
v2 · Reranking · multilingual (22 languages)
Embeddings reorder candidate documents by relevance on MTEB Multilingual v2 · Reranking in 22 languages including Bengali, Bulgarian, Czech, Danish, Dutch, English, Finnish, French
MTEB
Q
Querit 4B
69.5
3
+1 versions & slices
v2 · Instruction Reranking · English
Embeddings rerank documents according to instructions on MTEB Multilingual v2 · Instruction Reranking in English
MTEB
j
FollowIR 7B
12.2
3
MTEB English
v2 · Reranking · English
MTEB English v2 · Reranking · English: embeddings reorder candidate documents by relevance in English
MTEB
Q
Querit 4B
49.2
2
MTEB Mandarin Chinese
v1 · Reranking · Mandarin Chinese
Embeddings reorder candidate documents by relevance on MTEB Chinese v1 · Reranking in Mandarin Chinese
MTEB
ListConRanker
73.3
3
MTEB Europe
v1 · Instruction Reranking · English
Embeddings rerank documents according to instructions on MTEB Europe v1 · Instruction Reranking in English
MTEB
j
FollowIR 7B
12.2
3
+1 versions & slices
v1 · Reranking · multilingual (12 languages)
Embeddings reorder candidate documents by relevance on MTEB Europe v1 · Reranking in Bulgarian, Czech, Danish, Dutch, English, Finnish, French, German, Italian, Portuguese, Romanian, Swedish
MTEB
Q
Querit 4B
65.9
3
MTEB Indic
v1 · Reranking · multilingual (2 languages)
Embeddings reorder candidate documents by relevance on MTEB Indic v1 · Reranking in Bengali, Hindi
MTEB
Jina Reranker v3
89.8
3
MTEB Medical
v1 · Reranking · Mandarin Chinese
Embeddings reorder candidate documents by relevance on MTEB Medical v1 · Reranking in Mandarin Chinese
MTEB
ListConRanker
89.4
3
MTEB Dutch
v1 · Reranking · Dutch
Embeddings reorder candidate documents by relevance on MTEB Dutch v1 · Reranking in Dutch
MTEB
Jina Reranker v3
93.7
3
MTEB Russian
v1.1 · Reranking · Russian
Embeddings reorder candidate documents by relevance on MTEB Russian v1.1 · Reranking in Russian
MTEB
s
Ru Reranker Edge 150M
72.8
1
Other
3
FollowIR
Mean over tasks · English
Embeddings rerank documents according to instructions on FollowIR · mean over tasks in English; tasks receive equal weight
MTEB
j
FollowIR 7B
12.2
3
+2 versions & slices
Mean over task types · English
Embeddings rerank documents according to instructions on FollowIR · mean over task types in English; task types receive equal weight
MTEB
j
FollowIR 7B
12.2
3
Instruction Reranking · English
Embeddings rerank documents according to instructions on FollowIR · Instruction Reranking in English
MTEB
j
FollowIR 7B
12.2
3
Reported by labs
1
MMEB-V2
Reported by the lab with its own setup
Lab
F
ReMatch 3B
32.4
1
No benchmark matches
Model
MTEB multilingual · Reranking
Published speed
Max input
Languages
Price
Released
Q
Querit 4B
Querit
Open
69.5
unstated
—
41K tokens
en, es, fr +5
Jun 2026
Jina Reranker v3
Jina AI
Open
67.8
371 ms (Jina AI) · 270 documents/s (Jina AI)
131K tokens
—
$0.05
/ 1M tokens
Sep 2025
Q
Querit
Querit
Open
65.8
unstated
—
164K tokens
en, es, fr +5
May 2026
Show 13 not measured on MTEB multilingual · Reranking
