Model: emilwin/reranker-ms-marco-sympathy-docs
Author: emilwin
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, cross-encoder, reranker, generated_from_trainer, dataset_size:18884, loss:BinaryCrossEntropyLoss, loss:CachedMultipleNegativesRankingLoss, text-ranking, en, arxiv:1908.10084, base_model:cross-encoder/ms-marco-MiniLM-L6-v2, base_model:finetune:cross-encoder/ms-marco-MiniLM-L6-v2, license:apache-2.0, model-index, region:us
Base models (finetune): id: cross-encoder/ms-marco-MiniLM-L6-v2
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, cross-encoder, reranker, generated_from_trainer, dataset_size:18884, loss:BinaryCrossEntropyLoss, loss:CachedMultipleNegativesRankingLoss
base_model: cross-encoder/ms-marco-MiniLM-L6-v2
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: map, mrr@10, ndcg@10
model-index: name: Reranker model trained on Sympathy Documentation
results: task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: sydoc tester
type: sydoc-tester
metrics: type: map
value: 0.3233
name: Map
verified: no, type: mrr@10
value: 0.3233
name: Mrr@10
verified: no, type: ndcg@10
value: 0.3488
name: Ndcg@10
verified: no, task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoMSMARCO R100
type: NanoMSMARCO_R100
metrics: type: map
value: 0.5604
name: Map
verified: no, type: mrr@10
value: 0.5468
name: Mrr@10
verified: no, type: ndcg@10
value: 0.6088
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: 0.3633
name: Map
verified: no, type: mrr@10
value: 0.5569
name: Mrr@10
verified: no, type: ndcg@10
value: 0.3953
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: 0.6359
name: Map
verified: no, type: mrr@10
value: 0.6529
name: Mrr@10
verified: no, type: ndcg@10
value: 0.6934
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: 0.5199
name: Map
verified: no, type: mrr@10
value: 0.5855
name: Mrr@10
verified: no, type: ndcg@10
value: 0.5658
name: Ndcg@10
verified: no
Likes: 0 | All-time downloads: 23
Created: 2025-11-17 13:34:49