Model: tomaarsen/reranker-MiniLM-L12-gooaq-bce
Author: tomaarsen
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, cross-encoder, generated_from_trainer, dataset_size:578402, loss:BinaryCrossEntropyLoss, text-ranking, en, arxiv:1908.10084, base_model:microsoft/MiniLM-L12-H384-uncased, base_model:finetune:microsoft/MiniLM-L12-H384-uncased, license:apache-2.0, model-index, co2_eq_emissions, region:us
Base models (finetune): id: microsoft/MiniLM-L12-H384-uncased
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, cross-encoder, generated_from_trainer, dataset_size:578402, loss:BinaryCrossEntropyLoss
base_model: microsoft/MiniLM-L12-H384-uncased
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: map, mrr@10, ndcg@10
co2_eq_emissions: emissions: 55.59664796149612
energy_consumed: 0.14303154591819986
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.391
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: MiniLM-L12-H384-uncased trained on GooAQ
results: task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: map
value: 0.6856
name: Map
verified: no, type: mrr@10
value: 0.683
name: Mrr@10
verified: no, type: ndcg@10
value: 0.7314
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: 0.432
name: Map
verified: no, type: mrr@10
value: 0.4205
name: Mrr@10
verified: no, type: ndcg@10
value: 0.5022
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: 0.3503
name: Map
verified: no, type: mrr@10
value: 0.5706
name: Mrr@10
verified: no, type: ndcg@10
value: 0.3846
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: 0.5234
name: Map
verified: no, type: mrr@10
value: 0.5284
name: Mrr@10
verified: no, type: ndcg@10
value: 0.5854
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: 0.4353
name: Map
verified: no, type: mrr@10
value: 0.5065
name: Mrr@10
verified: no, type: ndcg@10
value: 0.4907
name: Ndcg@10
verified: no
Likes: 1 | All-time downloads: 15
Created: 2025-03-25 11:54:22