Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers.js
modernbert
feature-extraction
embeddings
retrieval
bge-m3
distillation
mmbert
text-embeddings-inference
Instructions to use Horizon-Labs/multilingual-embedding-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Horizon-Labs/multilingual-embedding-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Horizon-Labs/multilingual-embedding-base") sentences = [ "How tall is the Eiffel Tower?", "La tour Eiffel mesure 330 mètres.", "Der Eiffelturm ist das höchste Bauwerk von Paris.", "The Statue of Liberty is 93 metres tall.", "Ich esse gern Pizza." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [5, 5] - Transformers.js
How to use Horizon-Labs/multilingual-embedding-base with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('feature-extraction', 'Horizon-Labs/multilingual-embedding-base'); - Notebooks
- Google Colab
- Kaggle
Download eval/baselines.json from Horizon-Labs/multilingual-embedding-base: direct link, hf CLI and curl.
- Browser
- Download file 14.4 kB
-
https://huggingface.co/Horizon-Labs/multilingual-embedding-base/resolve/main/eval/baselines.json
- Command line
-
hf download hf://Horizon-Labs/multilingual-embedding-base/eval/baselines.json
-
curl -L -o baselines.json https://huggingface.co/Horizon-Labs/multilingual-embedding-base/resolve/main/eval/baselines.json
14.4 kB
| { | |
| "cls:BAAI/bge-m3": { | |
| "askubuntu": { | |
| "n": 361, | |
| "ndcg10": 0.6656703810422914 | |
| }, | |
| "esci_es": { | |
| "n": 150, | |
| "ndcg10": 0.8353929290687163 | |
| }, | |
| "esci_jp": { | |
| "n": 150, | |
| "ndcg10": 0.8446809252178239 | |
| }, | |
| "esci_us": { | |
| "n": 150, | |
| "ndcg10": 0.8916635813106158 | |
| }, | |
| "miracl_ar": { | |
| "n": 60, | |
| "ndcg10": 0.8337544453555171 | |
| }, | |
| "miracl_bn": { | |
| "n": 60, | |
| "ndcg10": 0.8520468326002711 | |
| }, | |
| "miracl_de": { | |
| "n": 60, | |
| "ndcg10": 0.7296717789784314 | |
| }, | |
| "miracl_en": { | |
| "n": 60, | |
| "ndcg10": 0.6891871275339615 | |
| }, | |
| "miracl_es": { | |
| "n": 60, | |
| "ndcg10": 0.7581471021545895 | |
| }, | |
| "miracl_fa": { | |
| "n": 60, | |
| "ndcg10": 0.7846033120178257 | |
| }, | |
| "miracl_fi": { | |
| "n": 60, | |
| "ndcg10": 0.8202730056912013 | |
| }, | |
| "miracl_fr": { | |
| "n": 60, | |
| "ndcg10": 0.7004643716210734 | |
| }, | |
| "miracl_hi": { | |
| "n": 60, | |
| "ndcg10": 0.7604715990318043 | |
| }, | |
| "miracl_id": { | |
| "n": 60, | |
| "ndcg10": 0.6691216387932252 | |
| }, | |
| "miracl_ja": { | |
| "n": 60, | |
| "ndcg10": 0.7880794629562834 | |
| }, | |
| "miracl_ko": { | |
| "n": 60, | |
| "ndcg10": 0.7947333617834975 | |
| }, | |
| "miracl_ru": { | |
| "n": 60, | |
| "ndcg10": 0.8290247596475008 | |
| }, | |
| "miracl_sw": { | |
| "n": 60, | |
| "ndcg10": 0.8654063286257364 | |
| }, | |
| "miracl_te": { | |
| "n": 60, | |
| "ndcg10": 0.9329244281890277 | |
| }, | |
| "miracl_th": { | |
| "n": 60, | |
| "ndcg10": 0.8701537454495231 | |
| }, | |
| "miracl_yo": { | |
| "n": 60, | |
| "ndcg10": 0.870938042119561 | |
| }, | |
| "miracl_zh": { | |
| "n": 60, | |
| "ndcg10": 0.7891453552250133 | |
| }, | |
| "mmarco": { | |
| "n": 150, | |
| "ndcg10": 0.7100696637459445 | |
| }, | |
| "rubq": { | |
| "n": 150, | |
| "ndcg10": 0.8277617323379156 | |
| }, | |
| "t2": { | |
| "n": 150, | |
| "ndcg10": 0.7377569266122763 | |
| }, | |
| "wiki_bg": { | |
| "n": 60, | |
| "ndcg10": 0.929533513890146 | |
| }, | |
| "wiki_bn": { | |
| "n": 60, | |
| "ndcg10": 0.9108180336973224 | |
| }, | |
| "wiki_cs": { | |
| "n": 60, | |
| "ndcg10": 0.9553910969797961 | |
| }, | |
| "wiki_da": { | |
| "n": 60, | |
| "ndcg10": 0.9281230886209774 | |
| }, | |
| "wiki_de": { | |
| "n": 60, | |
| "ndcg10": 0.9520535437214951 | |
| }, | |
| "wiki_en": { | |
| "n": 60, | |
| "ndcg10": 0.9732131543452396 | |
| }, | |
| "wiki_fa": { | |
| "n": 60, | |
| "ndcg10": 0.9149356156733105 | |
| }, | |
| "wiki_fi": { | |
| "n": 60, | |
| "ndcg10": 0.9264564969075482 | |
| }, | |
| "wiki_hi": { | |
| "n": 60, | |
| "ndcg10": 0.8651733338339528 | |
| }, | |
| "wiki_it": { | |
| "n": 60, | |
| "ndcg10": 0.9356964284756129 | |
| }, | |
| "wiki_nl": { | |
| "n": 60, | |
| "ndcg10": 0.9587644899758274 | |
| }, | |
| "wiki_no": { | |
| "n": 60, | |
| "ndcg10": 0.8693061025833905 | |
| }, | |
| "wiki_pt": { | |
| "n": 60, | |
| "ndcg10": 0.9300560180372457 | |
| }, | |
| "wiki_ro": { | |
| "n": 60, | |
| "ndcg10": 0.947093603384193 | |
| }, | |
| "wiki_sr": { | |
| "n": 60, | |
| "ndcg10": 0.9265851157455774 | |
| }, | |
| "wiki_sv": { | |
| "n": 60, | |
| "ndcg10": 0.9141411337372607 | |
| }, | |
| "_miracl": 0.7965637054318913, | |
| "_wiki": 0.927333798100556, | |
| "_other": 0.7875708770479406, | |
| "_all": 0.8371561268601293, | |
| "_docs_per_s": 755.3071503037847 | |
| }, | |
| "e5:intfloat/multilingual-e5-small": { | |
| "askubuntu": { | |
| "n": 361, | |
| "ndcg10": 0.6145866408660092 | |
| }, | |
| "esci_es": { | |
| "n": 150, | |
| "ndcg10": 0.8345672085259446 | |
| }, | |
| "esci_jp": { | |
| "n": 150, | |
| "ndcg10": 0.8386913872006542 | |
| }, | |
| "esci_us": { | |
| "n": 150, | |
| "ndcg10": 0.8975901738338674 | |
| }, | |
| "miracl_ar": { | |
| "n": 60, | |
| "ndcg10": 0.8094871343793595 | |
| }, | |
| "miracl_bn": { | |
| "n": 60, | |
| "ndcg10": 0.7114476822775221 | |
| }, | |
| "miracl_de": { | |
| "n": 60, | |
| "ndcg10": 0.6345644496075646 | |
| }, | |
| "miracl_en": { | |
| "n": 60, | |
| "ndcg10": 0.6191988201431645 | |
| }, | |
| "miracl_es": { | |
| "n": 60, | |
| "ndcg10": 0.7190329885079266 | |
| }, | |
| "miracl_fa": { | |
| "n": 60, | |
| "ndcg10": 0.6469699209144593 | |
| }, | |
| "miracl_fi": { | |
| "n": 60, | |
| "ndcg10": 0.7849846996428437 | |
| }, | |
| "miracl_fr": { | |
| "n": 60, | |
| "ndcg10": 0.5726760391631708 | |
| }, | |
| "miracl_hi": { | |
| "n": 60, | |
| "ndcg10": 0.6969545158673398 | |
| }, | |
| "miracl_id": { | |
| "n": 60, | |
| "ndcg10": 0.6005428547088218 | |
| }, | |
| "miracl_ja": { | |
| "n": 60, | |
| "ndcg10": 0.739137618018943 | |
| }, | |
| "miracl_ko": { | |
| "n": 60, | |
| "ndcg10": 0.7541787050586695 | |
| }, | |
| "miracl_ru": { | |
| "n": 60, | |
| "ndcg10": 0.745509866527369 | |
| }, | |
| "miracl_sw": { | |
| "n": 60, | |
| "ndcg10": 0.828129561398711 | |
| }, | |
| "miracl_te": { | |
| "n": 60, | |
| "ndcg10": 0.8646378971952645 | |
| }, | |
| "miracl_th": { | |
| "n": 60, | |
| "ndcg10": 0.7924128155944588 | |
| }, | |
| "miracl_yo": { | |
| "n": 60, | |
| "ndcg10": 0.8057363795220341 | |
| }, | |
| "miracl_zh": { | |
| "n": 60, | |
| "ndcg10": 0.6595681407849309 | |
| }, | |
| "mmarco": { | |
| "n": 150, | |
| "ndcg10": 0.7132981868433429 | |
| }, | |
| "rubq": { | |
| "n": 150, | |
| "ndcg10": 0.803404138209388 | |
| }, | |
| "t2": { | |
| "n": 150, | |
| "ndcg10": 0.7330930094196078 | |
| }, | |
| "wiki_bg": { | |
| "n": 60, | |
| "ndcg10": 0.8929525432074239 | |
| }, | |
| "wiki_bn": { | |
| "n": 60, | |
| "ndcg10": 0.9245838857688082 | |
| }, | |
| "wiki_cs": { | |
| "n": 60, | |
| "ndcg10": 0.9163377495151477 | |
| }, | |
| "wiki_da": { | |
| "n": 60, | |
| "ndcg10": 0.9330340941285132 | |
| }, | |
| "wiki_de": { | |
| "n": 60, | |
| "ndcg10": 0.9352582582167991 | |
| }, | |
| "wiki_en": { | |
| "n": 60, | |
| "ndcg10": 0.9720577636464628 | |
| }, | |
| "wiki_fa": { | |
| "n": 60, | |
| "ndcg10": 0.8823075178753691 | |
| }, | |
| "wiki_fi": { | |
| "n": 60, | |
| "ndcg10": 0.921830203917103 | |
| }, | |
| "wiki_hi": { | |
| "n": 60, | |
| "ndcg10": 0.8707020746341965 | |
| }, | |
| "wiki_it": { | |
| "n": 60, | |
| "ndcg10": 0.9267184647789447 | |
| }, | |
| "wiki_nl": { | |
| "n": 60, | |
| "ndcg10": 0.9266840566369079 | |
| }, | |
| "wiki_no": { | |
| "n": 60, | |
| "ndcg10": 0.8696024785968237 | |
| }, | |
| "wiki_pt": { | |
| "n": 60, | |
| "ndcg10": 0.9194119033063589 | |
| }, | |
| "wiki_ro": { | |
| "n": 60, | |
| "ndcg10": 0.9182876221499743 | |
| }, | |
| "wiki_sr": { | |
| "n": 60, | |
| "ndcg10": 0.9048929910571798 | |
| }, | |
| "wiki_sv": { | |
| "n": 60, | |
| "ndcg10": 0.9179815231135162 | |
| }, | |
| "_miracl": 0.7213983382951419, | |
| "_wiki": 0.9145401956593455, | |
| "_other": 0.7764615349855449, | |
| "_all": 0.804133356313344, | |
| "_docs_per_s": 1510.6246846209397 | |
| }, | |
| "e5:intfloat/multilingual-e5-base": { | |
| "askubuntu": { | |
| "n": 361, | |
| "ndcg10": 0.6410350401013797 | |
| }, | |
| "esci_es": { | |
| "n": 150, | |
| "ndcg10": 0.8264960201468888 | |
| }, | |
| "esci_jp": { | |
| "n": 150, | |
| "ndcg10": 0.8527631585196286 | |
| }, | |
| "esci_us": { | |
| "n": 150, | |
| "ndcg10": 0.8979362353736146 | |
| }, | |
| "miracl_ar": { | |
| "n": 60, | |
| "ndcg10": 0.7741335914439994 | |
| }, | |
| "miracl_bn": { | |
| "n": 60, | |
| "ndcg10": 0.7470673775058853 | |
| }, | |
| "miracl_de": { | |
| "n": 60, | |
| "ndcg10": 0.6707476561103582 | |
| }, | |
| "miracl_en": { | |
| "n": 60, | |
| "ndcg10": 0.6434888531498094 | |
| }, | |
| "miracl_es": { | |
| "n": 60, | |
| "ndcg10": 0.7083119685592874 | |
| }, | |
| "miracl_fa": { | |
| "n": 60, | |
| "ndcg10": 0.7286007749434021 | |
| }, | |
| "miracl_fi": { | |
| "n": 60, | |
| "ndcg10": 0.769050059159852 | |
| }, | |
| "miracl_fr": { | |
| "n": 60, | |
| "ndcg10": 0.6438219522680882 | |
| }, | |
| "miracl_hi": { | |
| "n": 60, | |
| "ndcg10": 0.6879644832386964 | |
| }, | |
| "miracl_id": { | |
| "n": 60, | |
| "ndcg10": 0.5880643589648785 | |
| }, | |
| "miracl_ja": { | |
| "n": 60, | |
| "ndcg10": 0.7177894738320753 | |
| }, | |
| "miracl_ko": { | |
| "n": 60, | |
| "ndcg10": 0.733115368969295 | |
| }, | |
| "miracl_ru": { | |
| "n": 60, | |
| "ndcg10": 0.7557340800995906 | |
| }, | |
| "miracl_sw": { | |
| "n": 60, | |
| "ndcg10": 0.8440969533590856 | |
| }, | |
| "miracl_te": { | |
| "n": 60, | |
| "ndcg10": 0.8213691500565956 | |
| }, | |
| "miracl_th": { | |
| "n": 60, | |
| "ndcg10": 0.7775501105526337 | |
| }, | |
| "miracl_yo": { | |
| "n": 60, | |
| "ndcg10": 0.8602216409451844 | |
| }, | |
| "miracl_zh": { | |
| "n": 60, | |
| "ndcg10": 0.7718196626379744 | |
| }, | |
| "mmarco": { | |
| "n": 150, | |
| "ndcg10": 0.6860563287688956 | |
| }, | |
| "rubq": { | |
| "n": 150, | |
| "ndcg10": 0.8009261488182178 | |
| }, | |
| "t2": { | |
| "n": 150, | |
| "ndcg10": 0.7196655904910614 | |
| }, | |
| "wiki_bg": { | |
| "n": 60, | |
| "ndcg10": 0.888493096791215 | |
| }, | |
| "wiki_bn": { | |
| "n": 60, | |
| "ndcg10": 0.9053882337884093 | |
| }, | |
| "wiki_cs": { | |
| "n": 60, | |
| "ndcg10": 0.9353868770548284 | |
| }, | |
| "wiki_da": { | |
| "n": 60, | |
| "ndcg10": 0.9145106208218478 | |
| }, | |
| "wiki_de": { | |
| "n": 60, | |
| "ndcg10": 0.9382904104792485 | |
| }, | |
| "wiki_en": { | |
| "n": 60, | |
| "ndcg10": 0.9670619835714305 | |
| }, | |
| "wiki_fa": { | |
| "n": 60, | |
| "ndcg10": 0.8992370630146003 | |
| }, | |
| "wiki_fi": { | |
| "n": 60, | |
| "ndcg10": 0.9178611957028182 | |
| }, | |
| "wiki_hi": { | |
| "n": 60, | |
| "ndcg10": 0.8466475183304261 | |
| }, | |
| "wiki_it": { | |
| "n": 60, | |
| "ndcg10": 0.9428743711101694 | |
| }, | |
| "wiki_nl": { | |
| "n": 60, | |
| "ndcg10": 0.9461643408190826 | |
| }, | |
| "wiki_no": { | |
| "n": 60, | |
| "ndcg10": 0.8822254458686295 | |
| }, | |
| "wiki_pt": { | |
| "n": 60, | |
| "ndcg10": 0.93223818059677 | |
| }, | |
| "wiki_ro": { | |
| "n": 60, | |
| "ndcg10": 0.9240123664766273 | |
| }, | |
| "wiki_sr": { | |
| "n": 60, | |
| "ndcg10": 0.9236918945371214 | |
| }, | |
| "wiki_sv": { | |
| "n": 60, | |
| "ndcg10": 0.9298929910571798 | |
| }, | |
| "_miracl": 0.7357193064331494, | |
| "_wiki": 0.9183735368762752, | |
| "_other": 0.7749826460313837, | |
| "_all": 0.8096918297802694, | |
| "_docs_per_s": 1294.14767662913 | |
| }, | |
| "mean:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2": { | |
| "askubuntu": { | |
| "n": 361, | |
| "ndcg10": 0.6593311764088963 | |
| }, | |
| "esci_es": { | |
| "n": 150, | |
| "ndcg10": 0.8030820996228589 | |
| }, | |
| "esci_jp": { | |
| "n": 150, | |
| "ndcg10": 0.8292774648180925 | |
| }, | |
| "esci_us": { | |
| "n": 150, | |
| "ndcg10": 0.8558446274620043 | |
| }, | |
| "miracl_ar": { | |
| "n": 60, | |
| "ndcg10": 0.33995870060071187 | |
| }, | |
| "miracl_bn": { | |
| "n": 60, | |
| "ndcg10": 0.10062772888052027 | |
| }, | |
| "miracl_de": { | |
| "n": 60, | |
| "ndcg10": 0.49745229598874496 | |
| }, | |
| "miracl_en": { | |
| "n": 60, | |
| "ndcg10": 0.49430369069596836 | |
| }, | |
| "miracl_es": { | |
| "n": 60, | |
| "ndcg10": 0.49376054190150254 | |
| }, | |
| "miracl_fa": { | |
| "n": 60, | |
| "ndcg10": 0.33784773084632214 | |
| }, | |
| "miracl_fi": { | |
| "n": 60, | |
| "ndcg10": 0.5391379742395018 | |
| }, | |
| "miracl_fr": { | |
| "n": 60, | |
| "ndcg10": 0.4029746959581783 | |
| }, | |
| "miracl_hi": { | |
| "n": 60, | |
| "ndcg10": 0.3933734511901455 | |
| }, | |
| "miracl_id": { | |
| "n": 60, | |
| "ndcg10": 0.4195277671370329 | |
| }, | |
| "miracl_ja": { | |
| "n": 60, | |
| "ndcg10": 0.4299776871592214 | |
| }, | |
| "miracl_ko": { | |
| "n": 60, | |
| "ndcg10": 0.4232108800794022 | |
| }, | |
| "miracl_ru": { | |
| "n": 60, | |
| "ndcg10": 0.38301162077718887 | |
| }, | |
| "miracl_sw": { | |
| "n": 60, | |
| "ndcg10": 0.27333741060276756 | |
| }, | |
| "miracl_te": { | |
| "n": 60, | |
| "ndcg10": 0.10235710228305292 | |
| }, | |
| "miracl_th": { | |
| "n": 60, | |
| "ndcg10": 0.3751229772636128 | |
| }, | |
| "miracl_yo": { | |
| "n": 60, | |
| "ndcg10": 0.41564536084544285 | |
| }, | |
| "miracl_zh": { | |
| "n": 60, | |
| "ndcg10": 0.5455112257398346 | |
| }, | |
| "mmarco": { | |
| "n": 150, | |
| "ndcg10": 0.4529963705977627 | |
| }, | |
| "rubq": { | |
| "n": 150, | |
| "ndcg10": 0.5911557734552291 | |
| }, | |
| "t2": { | |
| "n": 150, | |
| "ndcg10": 0.6175956685016418 | |
| }, | |
| "wiki_bg": { | |
| "n": 60, | |
| "ndcg10": 0.8431693155279092 | |
| }, | |
| "wiki_bn": { | |
| "n": 60, | |
| "ndcg10": 0.51027776651553 | |
| }, | |
| "wiki_cs": { | |
| "n": 60, | |
| "ndcg10": 0.8739110090544683 | |
| }, | |
| "wiki_da": { | |
| "n": 60, | |
| "ndcg10": 0.8220310914235321 | |
| }, | |
| "wiki_de": { | |
| "n": 60, | |
| "ndcg10": 0.8539397656758437 | |
| }, | |
| "wiki_en": { | |
| "n": 60, | |
| "ndcg10": 0.9295452577018037 | |
| }, | |
| "wiki_fa": { | |
| "n": 60, | |
| "ndcg10": 0.8466261318110585 | |
| }, | |
| "wiki_fi": { | |
| "n": 60, | |
| "ndcg10": 0.8430048569521499 | |
| }, | |
| "wiki_hi": { | |
| "n": 60, | |
| "ndcg10": 0.7953517649819623 | |
| }, | |
| "wiki_it": { | |
| "n": 60, | |
| "ndcg10": 0.8847437240888024 | |
| }, | |
| "wiki_nl": { | |
| "n": 60, | |
| "ndcg10": 0.8861129781150623 | |
| }, | |
| "wiki_no": { | |
| "n": 60, | |
| "ndcg10": 0.8330340596148136 | |
| }, | |
| "wiki_pt": { | |
| "n": 60, | |
| "ndcg10": 0.8745424640104518 | |
| }, | |
| "wiki_ro": { | |
| "n": 60, | |
| "ndcg10": 0.8706507172922537 | |
| }, | |
| "wiki_sr": { | |
| "n": 60, | |
| "ndcg10": 0.8418999129941477 | |
| }, | |
| "wiki_sv": { | |
| "n": 60, | |
| "ndcg10": 0.8759933201214941 | |
| }, | |
| "_miracl": 0.3870632690105084, | |
| "_wiki": 0.8365521334925803, | |
| "_other": 0.687040454409498, | |
| "_all": 0.636885285637529, | |
| "_docs_per_s": 1368.597113329957 | |
| }, | |
| "mean:sentence-transformers/all-MiniLM-L6-v2": { | |
| "askubuntu": { | |
| "n": 361, | |
| "ndcg10": 0.6950870859095775 | |
| }, | |
| "esci_es": { | |
| "n": 150, | |
| "ndcg10": 0.805459684054124 | |
| }, | |
| "esci_jp": { | |
| "n": 150, | |
| "ndcg10": 0.8190418405937759 | |
| }, | |
| "esci_us": { | |
| "n": 150, | |
| "ndcg10": 0.89287039530015 | |
| }, | |
| "miracl_ar": { | |
| "n": 60, | |
| "ndcg10": 0.038931957155848455 | |
| }, | |
| "miracl_bn": { | |
| "n": 60, | |
| "ndcg10": 0.030062987091536823 | |
| }, | |
| "miracl_de": { | |
| "n": 60, | |
| "ndcg10": 0.19863579759718686 | |
| }, | |
| "miracl_en": { | |
| "n": 60, | |
| "ndcg10": 0.44637962019197014 | |
| }, | |
| "miracl_es": { | |
| "n": 60, | |
| "ndcg10": 0.16533372301666774 | |
| }, | |
| "miracl_fa": { | |
| "n": 60, | |
| "ndcg10": 0.08099172914531616 | |
| }, | |
| "miracl_fi": { | |
| "n": 60, | |
| "ndcg10": 0.318827777529499 | |
| }, | |
| "miracl_fr": { | |
| "n": 60, | |
| "ndcg10": 0.19648428931651676 | |
| }, | |
| "miracl_hi": { | |
| "n": 60, | |
| "ndcg10": 0.05974075434463789 | |
| }, | |
| "miracl_id": { | |
| "n": 60, | |
| "ndcg10": 0.19480044817902895 | |
| }, | |
| "miracl_ja": { | |
| "n": 60, | |
| "ndcg10": 0.0664399201863372 | |
| }, | |
| "miracl_ko": { | |
| "n": 60, | |
| "ndcg10": 0.07768323456188891 | |
| }, | |
| "miracl_ru": { | |
| "n": 60, | |
| "ndcg10": 0.0741022641360989 | |
| }, | |
| "miracl_sw": { | |
| "n": 60, | |
| "ndcg10": 0.4118178738845216 | |
| }, | |
| "miracl_te": { | |
| "n": 60, | |
| "ndcg10": 0.028812270540518346 | |
| }, | |
| "miracl_th": { | |
| "n": 60, | |
| "ndcg10": 0.037664201840444354 | |
| }, | |
| "miracl_yo": { | |
| "n": 60, | |
| "ndcg10": 0.5977167422457427 | |
| }, | |
| "miracl_zh": { | |
| "n": 60, | |
| "ndcg10": 0.07071352407283164 | |
| }, | |
| "mmarco": { | |
| "n": 150, | |
| "ndcg10": 0.26867494304404316 | |
| }, | |
| "rubq": { | |
| "n": 150, | |
| "ndcg10": 0.3064855273291065 | |
| }, | |
| "t2": { | |
| "n": 150, | |
| "ndcg10": 0.5577994137229116 | |
| }, | |
| "wiki_bg": { | |
| "n": 60, | |
| "ndcg10": 0.6167824030088364 | |
| }, | |
| "wiki_bn": { | |
| "n": 60, | |
| "ndcg10": 0.4546528384572809 | |
| }, | |
| "wiki_cs": { | |
| "n": 60, | |
| "ndcg10": 0.7362788337728153 | |
| }, | |
| "wiki_da": { | |
| "n": 60, | |
| "ndcg10": 0.7773546957318817 | |
| }, | |
| "wiki_de": { | |
| "n": 60, | |
| "ndcg10": 0.7759664941138815 | |
| }, | |
| "wiki_en": { | |
| "n": 60, | |
| "ndcg10": 0.950431156642494 | |
| }, | |
| "wiki_fa": { | |
| "n": 60, | |
| "ndcg10": 0.5099313956928329 | |
| }, | |
| "wiki_fi": { | |
| "n": 60, | |
| "ndcg10": 0.801663620538976 | |
| }, | |
| "wiki_hi": { | |
| "n": 60, | |
| "ndcg10": 0.5357898617158996 | |
| }, | |
| "wiki_it": { | |
| "n": 60, | |
| "ndcg10": 0.8319465347786749 | |
| }, | |
| "wiki_nl": { | |
| "n": 60, | |
| "ndcg10": 0.8007722530139283 | |
| }, | |
| "wiki_no": { | |
| "n": 60, | |
| "ndcg10": 0.7436514286534031 | |
| }, | |
| "wiki_pt": { | |
| "n": 60, | |
| "ndcg10": 0.8185917340825137 | |
| }, | |
| "wiki_ro": { | |
| "n": 60, | |
| "ndcg10": 0.8534025214158526 | |
| }, | |
| "wiki_sr": { | |
| "n": 60, | |
| "ndcg10": 0.5560142087611005 | |
| }, | |
| "wiki_sv": { | |
| "n": 60, | |
| "ndcg10": 0.7582896375765296 | |
| }, | |
| "_miracl": 0.17195217305758848, | |
| "_wiki": 0.7200949761223062, | |
| "_other": 0.6207741271362411, | |
| "_all": 0.5042737587720453, | |
| "_docs_per_s": 1423.8455996927694 | |
| } | |
| } |