Benchmark profile
NanoBEIR Multilingual Extended (NanoBEIR Multilingual)
A display-only multilingual retrieval benchmark reported by Liquid AI for LFM2.5 retriever models, using NDCG@10 across 11 languages.
Data verifiedBenchmark score on NanoBEIR Multilingual — July 29, 2026
BenchLM mirrors the published score view for NanoBEIR Multilingual. LFM2.5-ColBERT-350M leads the public snapshot at 60.5% , followed by LFM2.5-Embedding-350M (57.7%). BenchLM does not use these results to rank models overall.
LFM2.5-ColBERT-350M
LiquidAI
lfm2-5-colbert-350m
LFM2.5-Embedding-350M
LiquidAI
lfm2-5-embedding-350m
Benchmark score table (2 models)
ScoreAbout NanoBEIR Multilingual
Year
2026
Tasks
Multilingual document retrieval
Format
NDCG@10 average
Difficulty
Multilingual retrieval
Liquid reports average NanoBEIR Multilingual Extended NDCG@10 across Arabic, German, English, Spanish, French, Italian, Japanese, Korean, Norwegian, Portuguese, and Swedish. BenchLM stores the average as a display-only retrieval signal.
BenchLM freshness & provenance
Version
NanoBEIR Multilingual 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
FAQ
What does NanoBEIR Multilingual measure?
A display-only multilingual retrieval benchmark reported by Liquid AI for LFM2.5 retriever models, using NDCG@10 across 11 languages.
Which model scores highest on NanoBEIR Multilingual?
LFM2.5-ColBERT-350M by LiquidAI currently leads with a score of 60.5% on NanoBEIR Multilingual.
How many models are evaluated on NanoBEIR Multilingual?
2 AI models have been evaluated on NanoBEIR Multilingual on BenchLM.
Compare Top Models on NanoBEIR Multilingual
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
Read a sample issueJoin 2,000+ readers.
One email each week. Unsubscribe anytime.