Model: aisingapore/SenticGCN
Author: aisingapore
Pipeline: text-classification
Tags: gcn, bert, senticgcn, text-classification, en, dataset:acl-14-short-data, dataset:semeval14, dataset:semeval15, dataset:semeval16, license:mit, model-index, region:us
Card metadata: language: en
license: mit
datasets: acl-14-short-data, semeval14, semeval15, semeval16
tags: gcn, bert, senticgcn, text-classification
inference: no
model-index: name: SenticGCN
results: task: type: text-classification
name: Sentic-GCN
dataset: name: SemEval14-Laptop (Sentic-GCN)
type: semeval14
metrics: name: Accuracy
type: accuracy
value: 0.9436
verified: no, name: F1
type: f1
value: 0.9443
verified: no, task: type: text-classification
name: Sentic-GCN
dataset: name: SemEval14-Restaurant (Sentic-GCN)
type: semeval14
metrics: name: Accuracy
type: accuracy
value: 0.9455
verified: no, name: F1
type: f1
value: 0.9199
verified: no, task: type: text-classification
name: Sentic-GCN
dataset: name: SemEval15-Restaurant (Sentic-GCN)
type: semeval15
metrics: name: Accuracy
type: accuracy
value: 0.9675
verified: no, name: F1
type: f1
value: 0.9355
verified: no, task: type: text-classification
name: Sentic-GCN
dataset: name: SemEval16-Restaurant (Sentic-GCN)
type: semeval16
metrics: name: Accuracy
type: accuracy
value: 0.9922
verified: no, name: F1
type: f1
value: 0.9915
verified: no, name: SenticGCNBert
results: task: type: text-classification
name: Sentic-GCN Bert
dataset: name: SemEval14-Laptop (Sentic-GCN Bert)
type: semeval14
metrics: name: Accuracy
type: accuracy
value: 0.9922
verified: no, name: F1
type: f1
value: 0.9915
verified: no, task: type: text-classification
name: Sentic-GCN Bert
dataset: name: SemEval14-Restaurant (Sentic-GCN Bert)
type: semeval14
metrics: name: Accuracy
type: accuracy
value: 0.9739
verified: no, name: F1
type: f1
value: 0.9653
verified: no, task: type: text-classification
name: Sentic-GCN Bert
dataset: name: SemEval15-Restaurant (Sentic-GCN Bert)
type: semeval15
metrics: name: Accuracy
type: accuracy
value: 0.9917
verified: no, name: F1
type: f1
value: 0.9878
verified: no, task: type: text-classification
name: Sentic-GCN Bert
dataset: name: SemEval16-Restaurant (Sentic-GCN Bert)
type: semeval16
metrics: name: Accuracy
type: accuracy
value: 0.9937
verified: no, name: F1
type: f1
value: 0.9879
verified: no
Likes: 4 | All-time downloads: 0
Created: 2022-10-06 04:26:02