Model: skfrost19/reranker-msmarco-v1.1-Lion-all-MiniLM-L6-v2-bce
Author: skfrost19
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, cross-encoder, generated_from_trainer, dataset_size:666193, loss:BinaryCrossEntropyLoss, text-ranking, en, dataset:microsoft/ms_marco, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: language: en
tags: sentence-transformers, cross-encoder, generated_from_trainer, dataset_size:666193, loss:BinaryCrossEntropyLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
datasets: microsoft/ms_marco
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: map, mrr@10, ndcg@10
model-index: name: CrossEncoder based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoMSMARCO R100
type: NanoMSMARCO_R100
metrics: type: map
value: 0.0637
name: Map
verified: no, type: mrr@10
value: 0.0361
name: Mrr@10
verified: no, type: ndcg@10
value: 0.0507
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: 0.2746
name: Map
verified: no, type: mrr@10
value: 0.2927
name: Mrr@10
verified: no, type: ndcg@10
value: 0.2176
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: 0.0348
name: Map
verified: no, type: mrr@10
value: 0.0111
name: Mrr@10
verified: no, type: ndcg@10
value: 0.03
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: 0.1244
name: Map
verified: no, type: mrr@10
value: 0.1133
name: Mrr@10
verified: no, type: ndcg@10
value: 0.0994
name: Ndcg@10
verified: no
Likes: 0 | All-time downloads: 80
Created: 2025-04-15 15:19:05