# MTEB(nld, v1) · Dutch > Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/mteb%3AMTEB(nld%2C%20v1). When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/mteb%3AMTEB(nld%2C%20v1). Dutch text embedding quality across classification, clustering, pair classification, multilabel classification, reranking, retrieval, and semantic similarity. Canonical URL: https://benchize.com/benchmarks/mteb%3AMTEB(nld%2C%20v1) Last updated: Wed, 21 Oct 2026 18:52:20 GMT Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations. Dutch text embedding quality across classification, clustering, pair classification, multilabel classification, reranking, retrieval, and semantic similarity. Embeddings · Models tested: 10 · Score publishers: [MTEB](https://arxiv.org/abs/2509.12340) ## Model results | # | Model | Score | | | --- | --- | --- | --- | | 1 | [Qwen3 Embedding](https://benchize.com/models/qwen3-embedding.md) | 0.66source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.6558998958333333 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.7011166111111111 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 2 scoresByTask {"ArguAna-NL.v2":0.63499,"BelebeleRetrieval":0.98583,"CovidDisinformationNLMultiLabelClassification":0.608165,"DutchBookReviewSentimentClassification.v2":0.964417,"DutchColaClassification":0.684114,"DutchGovernmentBiasClassification":0.621475,"DutchNewsArticlesClassification":0.622532,"DutchNewsArticlesClusteringP2P":0.449299,"DutchNewsArticlesClusteringS2S":0.384885,"DutchNewsArticlesRetrieval":0.80061,"DutchSarcasticHeadlinesClassification":0.786472,"IconclassClassification":0.608885,"IconclassClusteringS2S":0.423618,"LegalQANLRetrieval":0.78512,"MassiveIntentClassification":0.8384205,"MassiveScenarioClassification":0.876483,"MultiEURLEXMultilabelClassification":0.05044,"MultiHateClassification":0.8233,"NFCorpus-NL.v2":0.38244,"OpenTenderClassification":0.562879,"OpenTenderClusteringP2P":0.546106,"OpenTenderClusteringS2S":0.484264,"OpenTenderRetrieval":0.4766,"SCIDOCS-NL.v2":0.24858,"SIB200Classification":0.8387763333333332,"SIB200ClusteringS2S":0.564091,"SICK-NL-STS":0.841826,"SICKNLPairClassification":0.962273,"STSBenchmarkMultilingualSTS":0.8974219999999999,"SciFact-NL.v2":0.77203,"VABBClusteringP2P":0.605813,"VABBClusteringS2S":0.459657,"VABBMultiLabelClassification":0.585222,"VABBRetrieval":0.8027,"VaccinChatNLClassification":0.528526,"WebFAQRetrieval":0.78713,"WikipediaRerankingMultilingual":0.911737,"WikipediaRetrievalMultilingual":0.9259,"XLWICNLPairClassification":0.686148,"bBSARDNLRetrieval":0.41682} scoresByTaskType {"Classification":0.7296899861111111,"Clustering":0.48971662499999996,"MultilabelClassification":0.414609,"PairClassification":0.8242105,"Reranking":0.911737,"Retrieval":0.6682291666666665,"STS":0.869624} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label Qwen/Qwen3-Embedding-8B Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/1` | | | | | 2 | [Qwen3 Embedding](https://benchize.com/models/qwen3-embedding.md) | 0.64source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.6367190416666666 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.684702246031746 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 7 scoresByTask {"ArguAna-NL.v2":0.60396,"BelebeleRetrieval":0.95388,"CovidDisinformationNLMultiLabelClassification":0.5793,"DutchBookReviewSentimentClassification.v2":0.961673,"DutchColaClassification":0.637074,"DutchGovernmentBiasClassification":0.627798,"DutchNewsArticlesClassification":0.618756,"DutchNewsArticlesClusteringP2P":0.452081,"DutchNewsArticlesClusteringS2S":0.374688,"DutchNewsArticlesRetrieval":0.7744,"DutchSarcasticHeadlinesClassification":0.738793,"IconclassClassification":0.580242,"IconclassClusteringS2S":0.375558,"LegalQANLRetrieval":0.78883,"MassiveIntentClassification":0.8233025,"MassiveScenarioClassification":0.8638735,"MultiEURLEXMultilabelClassification":0.0555,"MultiHateClassification":0.7962,"NFCorpus-NL.v2":0.37395,"OpenTenderClassification":0.555929,"OpenTenderClusteringP2P":0.506476,"OpenTenderClusteringS2S":0.43998,"OpenTenderRetrieval":0.48763,"SCIDOCS-NL.v2":0.23611,"SIB200Classification":0.8186926666666666,"SIB200ClusteringS2S":0.535347,"SICK-NL-STS":0.828748,"SICKNLPairClassification":0.957981,"STSBenchmarkMultilingualSTS":0.893601,"SciFact-NL.v2":0.76092,"VABBClusteringP2P":0.586011,"VABBClusteringS2S":0.453007,"VABBMultiLabelClassification":0.572011,"VABBRetrieval":0.78622,"VaccinChatNLClassification":0.457449,"WebFAQRetrieval":0.75161,"WikipediaRerankingMultilingual":0.891045,"WikipediaRetrievalMultilingual":0.91403,"XLWICNLPairClassification":0.672215,"bBSARDNLRetrieval":0.38389} scoresByTaskType {"Classification":0.7066485555555557,"Clustering":0.4653935,"MultilabelClassification":0.40227033333333334,"PairClassification":0.815098,"Reranking":0.891045,"Retrieval":0.6512858333333335,"STS":0.8611745} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label Qwen/Qwen3-Embedding-4B Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/6` | | | | | 3 | [Bge m3](https://benchize.com/models/bge-m3.md) | 0.55source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.5484963312169312 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.6161793748110355 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 34 scoresByTask {"ArguAna-NL.v2":0.52133,"BelebeleRetrieval":0.93859,"CovidDisinformationNLMultiLabelClassification":0.50967,"DutchBookReviewSentimentClassification.v2":0.762393,"DutchColaClassification":0.561804,"DutchGovernmentBiasClassification":0.613564,"DutchNewsArticlesClassification":0.556393,"DutchNewsArticlesClusteringP2P":0.392754,"DutchNewsArticlesClusteringS2S":0.202686,"DutchNewsArticlesRetrieval":0.81668,"DutchSarcasticHeadlinesClassification":0.653367,"IconclassClassification":0.512774,"IconclassClusteringS2S":0.233193,"LegalQANLRetrieval":0.81231,"MassiveIntentClassification":0.6832735000000001,"MassiveScenarioClassification":0.738897,"MultiEURLEXMultilabelClassification":0.0353,"MultiHateClassification":0.5993,"NFCorpus-NL.v2":0.29044,"OpenTenderClassification":0.422283,"OpenTenderClusteringP2P":0.25858,"OpenTenderClusteringS2S":0.214797,"OpenTenderRetrieval":0.39043,"SCIDOCS-NL.v2":0.14841,"SIB200Classification":0.7160480000000001,"SIB200ClusteringS2S":0.342463,"SICK-NL-STS":0.763419,"SICKNLPairClassification":0.922429,"STSBenchmarkMultilingualSTS":0.8171685,"SciFact-NL.v2":0.62866,"VABBClusteringP2P":0.36406,"VABBClusteringS2S":0.287835,"VABBMultiLabelClassification":0.514981,"VABBRetrieval":0.74959,"VaccinChatNLClassification":0.524165,"WebFAQRetrieval":0.76738,"WikipediaRerankingMultilingual":0.8871272486772487,"WikipediaRetrievalMultilingual":0.90106,"XLWICNLPairClassification":0.643539,"bBSARDNLRetrieval":0.24071} scoresByTaskType {"Classification":0.6120217916666667,"Clustering":0.287046,"MultilabelClassification":0.35331699999999994,"PairClassification":0.782984,"Reranking":0.8871272486772487,"Retrieval":0.6004658333333334,"STS":0.79029375} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label BAAI/bge-m3 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/33` | | | | | 4 | [Multilingual-E5-Large](https://benchize.com/models/multilingual-e5-large.md) | 0.55source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.5466410749999999 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.6218625178571429 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 27 scoresByTask {"ArguAna-NL.v2":0.48945,"BelebeleRetrieval":0.95245,"CovidDisinformationNLMultiLabelClassification":0.497045,"DutchBookReviewSentimentClassification.v2":0.625641,"DutchColaClassification":0.567624,"DutchGovernmentBiasClassification":0.619348,"DutchNewsArticlesClassification":0.578071,"DutchNewsArticlesClusteringP2P":0.404494,"DutchNewsArticlesClusteringS2S":0.260053,"DutchNewsArticlesRetrieval":0.74591,"DutchSarcasticHeadlinesClassification":0.728079,"IconclassClassification":0.513432,"IconclassClusteringS2S":0.221955,"LegalQANLRetrieval":0.77478,"MassiveIntentClassification":0.6527505,"MassiveScenarioClassification":0.6998375,"MultiEURLEXMultilabelClassification":0.05668,"MultiHateClassification":0.6231,"NFCorpus-NL.v2":0.29824,"OpenTenderClassification":0.41933,"OpenTenderClusteringP2P":0.230143,"OpenTenderClusteringS2S":0.161738,"OpenTenderRetrieval":0.37779,"SCIDOCS-NL.v2":0.13093,"SIB200Classification":0.733912,"SIB200ClusteringS2S":0.394486,"SICK-NL-STS":0.76916,"SICKNLPairClassification":0.933187,"STSBenchmarkMultilingualSTS":0.833271,"SciFact-NL.v2":0.684,"VABBClusteringP2P":0.34365,"VABBClusteringS2S":0.30714,"VABBMultiLabelClassification":0.523338,"VABBRetrieval":0.70357,"VaccinChatNLClassification":0.506324,"WebFAQRetrieval":0.77189,"WikipediaRerankingMultilingual":0.90308,"WikipediaRetrievalMultilingual":0.91823,"XLWICNLPairClassification":0.673164,"bBSARDNLRetrieval":0.23837} scoresByTaskType {"Classification":0.60562075,"Clustering":0.290457375,"MultilabelClassification":0.359021,"PairClassification":0.8031755,"Reranking":0.90308,"Retrieval":0.5904675,"STS":0.8012155} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label intfloat/multilingual-e5-large Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/26` | | | | | 5 | [E5-Large-v2](https://benchize.com/models/e5-large-v2.md) | 0.43source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.43127241600936744 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.5094493558561575 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 72 scoresByTask {"ArguAna-NL.v2":0.29637,"BelebeleRetrieval":0.76433,"CovidDisinformationNLMultiLabelClassification":0.4849,"DutchBookReviewSentimentClassification.v2":0.55713,"DutchColaClassification":0.536705,"DutchGovernmentBiasClassification":0.601354,"DutchNewsArticlesClassification":0.511155,"DutchNewsArticlesClusteringP2P":0.357897,"DutchNewsArticlesClusteringS2S":0.206108,"DutchNewsArticlesRetrieval":0.45891,"DutchSarcasticHeadlinesClassification":0.596455,"IconclassClassification":0.511507,"IconclassClusteringS2S":0.242191,"LegalQANLRetrieval":0.32065,"MassiveIntentClassification":0.4424738039563081,"MassiveScenarioClassification":0.546477,"MultiEURLEXMultilabelClassification":0.02622,"MultiHateClassification":0.5338999999999999,"NFCorpus-NL.v2":0.22777,"OpenTenderClassification":0.263547,"OpenTenderClusteringP2P":0.13385,"OpenTenderClusteringS2S":0.134323,"OpenTenderRetrieval":0.34119,"SCIDOCS-NL.v2":0.11059,"SIB200Classification":0.5734846666666668,"SIB200ClusteringS2S":0.19694020149775535,"SICK-NL-STS":0.592859,"SICKNLPairClassification":0.659292,"STSBenchmarkMultilingualSTS":0.701926,"SciFact-NL.v2":0.5161,"VABBClusteringP2P":0.312582,"VABBClusteringS2S":0.260078,"VABBMultiLabelClassification":0.436432,"VABBRetrieval":0.59865,"VaccinChatNLClassification":0.37344,"WebFAQRetrieval":0.52944,"WikipediaRerankingMultilingual":0.8243039682539682,"WikipediaRetrievalMultilingual":0.79711,"XLWICNLPairClassification":0.588096,"bBSARDNLRetrieval":0.08416} scoresByTaskType {"Classification":0.5039690392185813,"Clustering":0.23049615018721942,"MultilabelClassification":0.31585066666666667,"PairClassification":0.623694,"Reranking":0.8243039682539682,"Retrieval":0.4204391666666667,"STS":0.6473925} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label intfloat/e5-large-v2 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/71` | | | | | 6 | [BGE Large EN V1.5](https://benchize.com/models/bge-large-en-v1-5.md) | 0.43source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.42779387632521065 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.5009387299991296 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 74 scoresByTask {"ArguAna-NL.v2":0.38427,"BelebeleRetrieval":0.72456,"CovidDisinformationNLMultiLabelClassification":0.476194,"DutchBookReviewSentimentClassification.v2":0.529555,"DutchColaClassification":0.541239,"DutchGovernmentBiasClassification":0.57578,"DutchNewsArticlesClassification":0.491045,"DutchNewsArticlesClusteringP2P":0.336321,"DutchNewsArticlesClusteringS2S":0.187619,"DutchNewsArticlesRetrieval":0.43342,"DutchSarcasticHeadlinesClassification":0.562548,"IconclassClassification":0.465575,"IconclassClusteringS2S":0.226102,"LegalQANLRetrieval":0.4255,"MassiveIntentClassification":0.4065381858381758,"MassiveScenarioClassification":0.5164635,"MultiEURLEXMultilabelClassification":0.0298,"MultiHateClassification":0.5586,"NFCorpus-NL.v2":0.23275,"OpenTenderClassification":0.283012,"OpenTenderClusteringP2P":0.207085,"OpenTenderClusteringS2S":0.182386,"OpenTenderRetrieval":0.36458,"SCIDOCS-NL.v2":0.1092,"SIB200Classification":0.5697986666666667,"SIB200ClusteringS2S":0.25156713701151806,"SICK-NL-STS":0.573061,"SICKNLPairClassification":0.613325,"STSBenchmarkMultilingualSTS":0.6867475000000001,"SciFact-NL.v2":0.55326,"VABBClusteringP2P":0.339281,"VABBClusteringS2S":0.271631,"VABBMultiLabelClassification":0.451,"VABBRetrieval":0.58825,"VaccinChatNLClassification":0.291401,"WebFAQRetrieval":0.46935,"WikipediaRerankingMultilingual":0.7958920634920635,"WikipediaRetrievalMultilingual":0.74987,"XLWICNLPairClassification":0.594928,"bBSARDNLRetrieval":0.06225} scoresByTaskType {"Classification":0.48262961270873683,"Clustering":0.25024901712643977,"MultilabelClassification":0.31899800000000006,"PairClassification":0.6041265,"Reranking":0.7958920634920635,"Retrieval":0.4247716666666667,"STS":0.62990425} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label BAAI/bge-large-en-v1.5 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/73` | | | | | 7 | [E5-Base-v2](https://benchize.com/models/e5-base-v2.md) | 0.42source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.4220531960895041 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.4986659747577575 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 78 scoresByTask {"ArguAna-NL.v2":0.34181,"BelebeleRetrieval":0.73676,"CovidDisinformationNLMultiLabelClassification":0.475764,"DutchBookReviewSentimentClassification.v2":0.539046,"DutchColaClassification":0.545688,"DutchGovernmentBiasClassification":0.593033,"DutchNewsArticlesClassification":0.500228,"DutchNewsArticlesClusteringP2P":0.331566,"DutchNewsArticlesClusteringS2S":0.183459,"DutchNewsArticlesRetrieval":0.43235,"DutchSarcasticHeadlinesClassification":0.575751,"IconclassClassification":0.4801,"IconclassClusteringS2S":0.214499,"LegalQANLRetrieval":0.29061,"MassiveIntentClassification":0.4210062714372239,"MassiveScenarioClassification":0.507027,"MultiEURLEXMultilabelClassification":0.025580000000000002,"MultiHateClassification":0.5546,"NFCorpus-NL.v2":0.23148,"OpenTenderClassification":0.282561,"OpenTenderClusteringP2P":0.193205,"OpenTenderClusteringS2S":0.164402,"OpenTenderRetrieval":0.34125,"SCIDOCS-NL.v2":0.10638,"SIB200Classification":0.550691,"SIB200ClusteringS2S":0.2206310245238901,"SICK-NL-STS":0.586169,"SICKNLPairClassification":0.601744,"STSBenchmarkMultilingualSTS":0.7065025,"SciFact-NL.v2":0.51941,"VABBClusteringP2P":0.333224,"VABBClusteringS2S":0.250662,"VABBMultiLabelClassification":0.442552,"VABBRetrieval":0.56956,"VaccinChatNLClassification":0.349305,"WebFAQRetrieval":0.47985,"WikipediaRerankingMultilingual":0.8016690476190476,"WikipediaRetrievalMultilingual":0.76048,"XLWICNLPairClassification":0.587573,"bBSARDNLRetrieval":0.05395} scoresByTaskType {"Classification":0.49158635595310196,"Clustering":0.23645600306548625,"MultilabelClassification":0.314632,"PairClassification":0.5946585,"Reranking":0.8016690476190476,"Retrieval":0.40532416666666665,"STS":0.64633575} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label intfloat/e5-base-v2 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/77` | | | | | 8 | [BGE Base EN V1.5](https://benchize.com/models/bge-base-en-v1-5.md) | 0.41source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.4104391239798111 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.48260594857325473 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 85 scoresByTask {"ArguAna-NL.v2":0.33627,"BelebeleRetrieval":0.69835,"CovidDisinformationNLMultiLabelClassification":0.492117,"DutchBookReviewSentimentClassification.v2":0.529285,"DutchColaClassification":0.540084,"DutchGovernmentBiasClassification":0.570392,"DutchNewsArticlesClassification":0.471157,"DutchNewsArticlesClusteringP2P":0.319944,"DutchNewsArticlesClusteringS2S":0.149979,"DutchNewsArticlesRetrieval":0.4192,"DutchSarcasticHeadlinesClassification":0.547362,"IconclassClassification":0.443749,"IconclassClusteringS2S":0.22291,"LegalQANLRetrieval":0.3924,"MassiveIntentClassification":0.38349001727051735,"MassiveScenarioClassification":0.475438,"MultiEURLEXMultilabelClassification":0.02506,"MultiHateClassification":0.5481,"NFCorpus-NL.v2":0.22525,"OpenTenderClassification":0.271625,"OpenTenderClusteringP2P":0.209564,"OpenTenderClusteringS2S":0.182315,"OpenTenderRetrieval":0.36983,"SCIDOCS-NL.v2":0.1126,"SIB200Classification":0.535369,"SIB200ClusteringS2S":0.23740991811240103,"SICK-NL-STS":0.53532,"SICKNLPairClassification":0.58733,"STSBenchmarkMultilingualSTS":0.6436015,"SciFact-NL.v2":0.52752,"VABBClusteringP2P":0.321159,"VABBClusteringS2S":0.251236,"VABBMultiLabelClassification":0.408376,"VABBRetrieval":0.56876,"VaccinChatNLClassification":0.287002,"WebFAQRetrieval":0.44056,"WikipediaRerankingMultilingual":0.7877095238095237,"WikipediaRetrievalMultilingual":0.72093,"XLWICNLPairClassification":0.580271,"bBSARDNLRetrieval":0.04854} scoresByTaskType {"Classification":0.4669210847725431,"Clustering":0.23681461476405014,"MultilabelClassification":0.3085176666666667,"PairClassification":0.5838004999999999,"Reranking":0.7877095238095237,"Retrieval":0.40501750000000003,"STS":0.58946075} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label BAAI/bge-base-en-v1.5 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/84` | | | | | 9 | [all-MiniLM-L12-v2](https://benchize.com/models/all-minilm-l12-v2.md) | 0.37source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.36683364166666665 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.4515340198412699 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 103 scoresByTask {"ArguAna-NL.v2":0.22172,"BelebeleRetrieval":0.5735,"CovidDisinformationNLMultiLabelClassification":0.454233,"DutchBookReviewSentimentClassification.v2":0.518938,"DutchColaClassification":0.544991,"DutchGovernmentBiasClassification":0.573215,"DutchNewsArticlesClassification":0.379054,"DutchNewsArticlesClusteringP2P":0.202995,"DutchNewsArticlesClusteringS2S":0.106808,"DutchNewsArticlesRetrieval":0.28629,"DutchSarcasticHeadlinesClassification":0.562869,"IconclassClassification":0.449145,"IconclassClusteringS2S":0.176616,"LegalQANLRetrieval":0.37938,"MassiveIntentClassification":0.4116795,"MassiveScenarioClassification":0.488384,"MultiEURLEXMultilabelClassification":0.01334,"MultiHateClassification":0.5359,"NFCorpus-NL.v2":0.19487,"OpenTenderClassification":0.252495,"OpenTenderClusteringP2P":0.187958,"OpenTenderClusteringS2S":0.168605,"OpenTenderRetrieval":0.27888,"SCIDOCS-NL.v2":0.08769,"SIB200Classification":0.4294886666666667,"SIB200ClusteringS2S":0.13039,"SICK-NL-STS":0.543349,"SICKNLPairClassification":0.594139,"STSBenchmarkMultilingualSTS":0.6518584999999999,"SciFact-NL.v2":0.33977,"VABBClusteringP2P":0.251102,"VABBClusteringS2S":0.228009,"VABBMultiLabelClassification":0.345673,"VABBRetrieval":0.44176,"VaccinChatNLClassification":0.314649,"WebFAQRetrieval":0.36632,"WikipediaRerankingMultilingual":0.75229,"WikipediaRetrievalMultilingual":0.61419,"XLWICNLPairClassification":0.573522,"bBSARDNLRetrieval":0.04728} scoresByTaskType {"Classification":0.4550673472222222,"Clustering":0.181560375,"MultilabelClassification":0.271082,"PairClassification":0.5838304999999999,"Reranking":0.75229,"Retrieval":0.31930416666666667,"STS":0.59760375} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label sentence-transformers/all-MiniLM-L12-v2 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/102` | | | | | 10 | [All Mpnet Base V2](https://benchize.com/models/all-mpnet-base-v2.md) | 0.37source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.36603263333333336 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.4480879563492063 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 108 scoresByTask {"ArguAna-NL.v2":0.26823,"BelebeleRetrieval":0.55426,"CovidDisinformationNLMultiLabelClassification":0.450652,"DutchBookReviewSentimentClassification.v2":0.525056,"DutchColaClassification":0.537144,"DutchGovernmentBiasClassification":0.562779,"DutchNewsArticlesClassification":0.46091,"DutchNewsArticlesClusteringP2P":0.277119,"DutchNewsArticlesClusteringS2S":0.127898,"DutchNewsArticlesRetrieval":0.2061,"DutchSarcasticHeadlinesClassification":0.548774,"IconclassClassification":0.466409,"IconclassClusteringS2S":0.194902,"LegalQANLRetrieval":0.23627,"MassiveIntentClassification":0.3814575,"MassiveScenarioClassification":0.4730585,"MultiEURLEXMultilabelClassification":0.01452,"MultiHateClassification":0.5428,"NFCorpus-NL.v2":0.15842,"OpenTenderClassification":0.244297,"OpenTenderClusteringP2P":0.192026,"OpenTenderClusteringS2S":0.164858,"OpenTenderRetrieval":0.24863,"SCIDOCS-NL.v2":0.0832,"SIB200Classification":0.4932833333333333,"SIB200ClusteringS2S":0.201185,"SICK-NL-STS":0.532875,"SICKNLPairClassification":0.60503,"STSBenchmarkMultilingualSTS":0.607456,"SciFact-NL.v2":0.38071,"VABBClusteringP2P":0.324773,"VABBClusteringS2S":0.248727,"VABBMultiLabelClassification":0.373821,"VABBRetrieval":0.42068,"VaccinChatNLClassification":0.289484,"WebFAQRetrieval":0.34353,"WikipediaRerankingMultilingual":0.7388,"WikipediaRetrievalMultilingual":0.58535,"XLWICNLPairClassification":0.552351,"bBSARDNLRetrieval":0.02348} scoresByTaskType {"Classification":0.46045436111111115,"Clustering":0.216436,"MultilabelClassification":0.27966433333333335,"PairClassification":0.5786905,"Reranking":0.7388,"Retrieval":0.292405,"STS":0.5701655} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label sentence-transformers/all-mpnet-base-v2 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/107` | | | | | 11 | [all-MiniLM-L6-v2](https://benchize.com/models/all-minilm-l6-v2.md) | 0.34source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.34175960749150625 \| source_score \| source_published_aggregate \| Higher is better \| \| `mean_task_type` \| 0.43154884470482574 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 114 scoresByTask {"ArguAna-NL.v2":0.21081,"BelebeleRetrieval":0.50156,"CovidDisinformationNLMultiLabelClassification":0.456159,"DutchBookReviewSentimentClassification.v2":0.517004,"DutchColaClassification":0.545156,"DutchGovernmentBiasClassification":0.564105,"DutchNewsArticlesClassification":0.399263,"DutchNewsArticlesClusteringP2P":0.202258,"DutchNewsArticlesClusteringS2S":0.089755,"DutchNewsArticlesRetrieval":0.17279,"DutchSarcasticHeadlinesClassification":0.555141,"IconclassClassification":0.414431,"IconclassClusteringS2S":0.162631,"LegalQANLRetrieval":0.23461,"MassiveIntentClassification":0.39182607686025234,"MassiveScenarioClassification":0.47476050000000003,"MultiEURLEXMultilabelClassification":0.01556,"MultiHateClassification":0.5388999999999999,"NFCorpus-NL.v2":0.15918,"OpenTenderClassification":0.231197,"OpenTenderClusteringP2P":0.177625,"OpenTenderClusteringS2S":0.152995,"OpenTenderRetrieval":0.26123,"SCIDOCS-NL.v2":0.07307,"SIB200Classification":0.41064777025379523,"SIB200ClusteringS2S":0.12098264639404743,"SICK-NL-STS":0.526955,"SICKNLPairClassification":0.583661,"STSBenchmarkMultilingualSTS":0.6115654225542728,"SciFact-NL.v2":0.31358,"VABBClusteringP2P":0.262735,"VABBClusteringS2S":0.207908,"VABBMultiLabelClassification":0.339291,"VABBRetrieval":0.35479,"VaccinChatNLClassification":0.278012,"WebFAQRetrieval":0.30564,"WikipediaRerankingMultilingual":0.7312478835978836,"WikipediaRetrievalMultilingual":0.52973,"XLWICNLPairClassification":0.560722,"bBSARDNLRetrieval":0.0309} scoresByTaskType {"Classification":0.4433702789261706,"Clustering":0.17211120579925593,"MultilabelClassification":0.27033666666666667,"PairClassification":0.5721915,"Reranking":0.7312478835978836,"Retrieval":0.26232416666666664,"STS":0.5692602112771363} trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/MTEB(nld%2C%20v1)/scores) Source MTEB Original model label sentence-transformers/all-MiniLM-L6-v2 Observed 2026-10-21T16:40:34.651Z Evidence SHA-256 `9a76f8c975d4a52e0646df4cf0d33d81638e502e09c4917d880ac698f501788a` Source locator `/rows/113` | | | | --- Cite as: MTEB(nld, v1) · Dutch — Benchize, https://benchize.com/benchmarks/mteb%3AMTEB(nld%2C%20v1) (retrieved 2026-10-21)