Model: ArianeS21/reranker-msmarco-v1.1-ms-marco-TinyBERT-L-6-cmnrl
Author: ArianeS21
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, cross-encoder, generated_from_trainer, dataset_size:64538, loss:CachedMultipleNegativesRankingLoss, text-ranking, en, dataset:microsoft/ms_marco, arxiv:1908.10084, base_model:cross-encoder/ms-marco-TinyBERT-L6, base_model:finetune:cross-encoder/ms-marco-TinyBERT-L6, model-index, region:us
Base models (finetune): id: cross-encoder/ms-marco-TinyBERT-L6
Card metadata: language: en
tags: sentence-transformers, cross-encoder, generated_from_trainer, dataset_size:64538, loss:CachedMultipleNegativesRankingLoss
base_model: cross-encoder/ms-marco-TinyBERT-L6
datasets: microsoft/ms_marco
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: map, mrr@10, ndcg@10
model-index: name: CrossEncoder based on cross-encoder/ms-marco-TinyBERT-L6
results: task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoMSMARCO R100
type: NanoMSMARCO_R100
metrics: type: map
value: 0.574
name: Map
verified: no, type: mrr@10
value: 0.5685
name: Mrr@10
verified: no, type: ndcg@10
value: 0.6375
name: Ndcg@10
verified: no, task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoNFCorpus R100
type: NanoNFCorpus_R100
metrics: type: map
value: 0.3119
name: Map
verified: no, type: mrr@10
value: 0.515
name: Mrr@10
verified: no, type: ndcg@10
value: 0.3247
name: Ndcg@10
verified: no, task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoNQ R100
type: NanoNQ_R100
metrics: type: map
value: 0.5853
name: Map
verified: no, type: mrr@10
value: 0.5939
name: Mrr@10
verified: no, type: ndcg@10
value: 0.6343
name: Ndcg@10
verified: no, task: type: cross-encoder-nano-beir
name: Cross Encoder Nano BEIR
dataset: name: NanoBEIR R100 mean
type: NanoBEIR_R100_mean
metrics: type: map
value: 0.4904
name: Map
verified: no, type: mrr@10
value: 0.5591
name: Mrr@10
verified: no, type: ndcg@10
value: 0.5322
name: Ndcg@10
verified: no
Likes: 0 | All-time downloads: 46
Created: 2025-04-18 20:27:03