Model: Y-Research-Group/CSR-NV_Embed_v2-Classification-MTOPIntent
Author: Y-Research-Group
Pipeline: text-classification
Library: sentence-transformers
Tags: sentence-transformers, safetensors, nvembed, feature-extraction, mteb, text, transformers, text-embeddings-inference, sparse-encoder, sparse, csr, text-classification, custom_code, en, dataset:mteb/mtop_intent, base_model:nvidia/NV-Embed-v2, base_model:finetune:nvidia/NV-Embed-v2, license:mit, model-index, region:us
Base models (finetune): id: nvidia/NV-Embed-v2
Card metadata: license: mit
datasets: mteb/mtop_intent
language: en
pipeline_tag: text-classification
library_name: sentence-transformers
tags: mteb, text, transformers, text-embeddings-inference, sparse-encoder, sparse, csr
model-index: name: CSR
results: dataset: name: MTEB MTOPIntentClassification (en)
type: mteb/mtop_intent
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
config: en
split: test
languages: eng-Latn
metrics: type: accuracy
value: 0.906407
verified: no, type: f1
value: 0.694457
verified: no, type: f1_weighted
value: 0.917326
verified: no, type: main_score
value: 0.906407
verified: no
task: type: Classification, dataset: name: MTEB MTOPIntentClassification (de)
type: mteb/mtop_intent
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
config: de
split: test
languages: deu-Latn
metrics: type: accuracy
value: 0.851
verified: no, type: f1
value: 0.601279
verified: no, type: f1_weighted
value: 0.863969
verified: no, type: main_score
value: 0.851
verified: no
task: type: Classification, dataset: name: MTEB MTOPIntentClassification (es)
type: mteb/mtop_intent
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
config: es
split: test
languages: spa-Latn
metrics: type: accuracy
value: 0.906738
verified: no, type: f1
value: 0.642295
verified: no, type: f1_weighted
value: 0.910882
verified: no, type: main_score
value: 0.906738
verified: no
task: type: Classification, dataset: name: MTEB MTOPIntentClassification (fr)
type: mteb/mtop_intent
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
config: fr
split: test
languages: fra-Latn
metrics: type: accuracy
value: 0.849045
verified: no, type: f1
value: 0.59923
verified: no, type: f1_weighted
value: 0.863301
verified: no, type: main_score
value: 0.849045
verified: no
task: type: Classification, dataset: name: MTEB MTOPIntentClassification (hi)
type: mteb/mtop_intent
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
config: hi
split: test
languages: hin-Deva
metrics: type: accuracy
value: 0.751094
verified: no, type: f1
value: 0.44095
verified: no, type: f1_weighted
value: 0.762567
verified: no, type: main_score
value: 0.751094
verified: no
task: type: Classification, dataset: name: MTEB MTOPIntentClassification (th)
type: mteb/mtop_intent
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
config: th
split: test
languages: tha-Thai
metrics: type: accuracy
value: 0.75566
verified: no, type: f1
value: 0.498529
verified: no, type: f1_weighted
value: 0.76994
verified: no, type: main_score
value: 0.75566
verified: no
task: type: Classification
base_model: nvidia/NV-Embed-v2
Likes: 0 | All-time downloads: 61
Created: 2025-06-30 09:28:30