Model: ayushexel/reranker-MiniLM-L6-H384-uncased-gooaq-1-epoch-1995000
Author: ayushexel
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, cross-encoder, generated_from_trainer, dataset_size:11456702, loss:BinaryCrossEntropyLoss, text-ranking, en, arxiv:1908.10084, base_model:nreimers/MiniLM-L6-H384-uncased, base_model:finetune:nreimers/MiniLM-L6-H384-uncased, license:apache-2.0, model-index, region:us
Base models (finetune): id: nreimers/MiniLM-L6-H384-uncased
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, cross-encoder, generated_from_trainer, dataset_size:11456702, loss:BinaryCrossEntropyLoss
base_model: nreimers/MiniLM-L6-H384-uncased
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: map, mrr@10, ndcg@10
model-index: name: CrossEncoder based on nreimers/MiniLM-L6-H384-uncased
results: task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: map
value: 0.4404
name: Map
verified: no, type: mrr@10
value: 0.439
name: Mrr@10
verified: no, type: ndcg@10
value: 0.4867
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: 0.3958
name: Map
verified: no, type: mrr@10
value: 0.3805
name: Mrr@10
verified: no, type: ndcg@10
value: 0.4669
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: 0.3521
name: Map
verified: no, type: mrr@10
value: 0.5816
name: Mrr@10
verified: no, type: ndcg@10
value: 0.376
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: 0.3832
name: Map
verified: no, type: mrr@10
value: 0.382
name: Mrr@10
verified: no, type: ndcg@10
value: 0.436
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: 0.3771
name: Map
verified: no, type: mrr@10
value: 0.448
name: Mrr@10
verified: no, type: ndcg@10
value: 0.4263
name: Ndcg@10
verified: no
Likes: 0 | All-time downloads: 73
Created: 2025-03-31 12:39:16