Model: bansalaman18/reranker-bert-uncased_L-4_H-512_A-8-msmarco-bce
Author: bansalaman18
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, cross-encoder, reranker, generated_from_trainer, dataset_size:90000, loss:BinaryCrossEntropyLoss, text-ranking, en, dataset:sentence-transformers/msmarco, arxiv:1908.10084, base_model:bansalaman18/bert-uncased_L-4_H-512_A-8, base_model:finetune:bansalaman18/bert-uncased_L-4_H-512_A-8, model-index, region:us
Base models (finetune): id: bansalaman18/bert-uncased_L-4_H-512_A-8
Card metadata: language: en
tags: sentence-transformers, cross-encoder, reranker, generated_from_trainer, dataset_size:90000, loss:BinaryCrossEntropyLoss
base_model: bansalaman18/bert-uncased_L-4_H-512_A-8
datasets: sentence-transformers/msmarco
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: map, mrr@10, ndcg@10
model-index: name: CrossEncoder based on bansalaman18/bert-uncased_L-4_H-512_A-8
results: task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoMSMARCO R100
type: NanoMSMARCO_R100
metrics: type: map
value: 0.0664
name: Map
verified: no, type: mrr@10
value: 0.0383
name: Mrr@10
verified: no, type: ndcg@10
value: 0.0484
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: 0.3041
name: Map
verified: no, type: mrr@10
value: 0.4851
name: Mrr@10
verified: no, type: ndcg@10
value: 0.3186
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: 0.1094
name: Map
verified: no, type: mrr@10
value: 0.0819
name: Mrr@10
verified: no, type: ndcg@10
value: 0.1066
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: 0.16
name: Map
verified: no, type: mrr@10
value: 0.2018
name: Mrr@10
verified: no, type: ndcg@10
value: 0.1579
name: Ndcg@10
verified: no
Likes: 0 | All-time downloads: 30
Created: 2025-08-10 15:14:24