HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Text Classification On Uk Key Stage

평가 지표

F1

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	F1	Paper Title	Repository
ALBERT	67.8	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
ALBERT + ANN	79.7	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
DistilBERT	74.4	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
ELECTRA + ANN	99.6	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
Longformer	74	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
ELECTRA	71.3	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
XLNet + ANN	99.2	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
BERT	75	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
Longformer + ANN	93.9	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
RoBERTa + ANN	98.7	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
ERNIE + ANN	99.4	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
ERNIE	73.6	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
BERT + ANN	90.5	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
RoBERTa	73.1	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-
XLNet	74	What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics	-

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