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WebNLG

아카이브 평가 20건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
Control Prefixes (A1, T5-large)	BLEU 67.32	Control Prefixes for Parameter-Efficient Text Generation 2021-10-15	코드 1 · 코드 2
Control Prefixes (A1, A2, T5-large)	BLEU 67.15	Control Prefixes for Parameter-Efficient Text Generation 2021-10-15	코드 1 · 코드 2
JointGT Baseline	BLEU 67.08 METEOR 48.34 FactSpotter 99.09	FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation 2023-10-25	코드 1
T5B Baseline	BLEU 67.04 METEOR 48.35 FactSpotter 99.44	FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation 2023-10-25	코드 1
FactT5B	BLEU 67.04 METEOR 48.22 FactSpotter 99.71	FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation 2023-10-25	코드 1
FactJointGT	BLEU 66.89 METEOR 48.19 FactSpotter 99.67	FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation 2023-10-25	코드 1
T5-large + Wiki + Position	BLEU 66.07	Stage-wise Fine-tuning for Graph-to-Text Generation 2021-05-17	코드 1
HTML (fine-tuning)	BLEU 65.4	HTLM: Hyper-Text Pre-Training and Prompting of Language Models 2021-07-14	연결 없음
T5-small	BLEU 65.05	Investigating Pretrained Language Models for Graph-to-Text Generation 2020-07-16	코드 1 · 코드 2 · 코드 3
TrICy (trK = trk* = 0.24)	BLEU 64.73 METEOR 45.53 Number of parameters (M) 6.2	TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy 2024-01-25	연결 없음
T5-Base	BLEU 64.7	Text-to-Text Pre-Training for Data-to-Text Tasks 2020-05-21	코드 1 · 코드 2
TrICy (trK = 0)	BLEU 64.08 METEOR 45.23 Number of parameters (M) 6.2	TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy 2024-01-25	연결 없음
CGE-LW (Levi Graph)	BLEU 63.69	Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs 2020-01-29	코드 1
Multiview-G2S	BLEU 62.89	Structural Information Preserving for Graph-to-Text Generation 2021-02-12	코드 1
Graformer	BLEU 61.15	Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs 2020-06-16	연결 없음
GTR-LSTM (entity masking)	BLEU 58.6	GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data 2018-07-01	연결 없음
E2E GRU	BLEU 57.20	Neural data-to-text generation: A comparison between pipeline and end-to-end architectures 2019-08-23	코드 1
GCN EC	BLEU 55.9	Deep Graph Convolutional Encoders for Structured Data to Text Generation 2018-10-23	코드 1 · 코드 2
BestPlan	BLEU 47.4	Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation 2019-04-06	코드 1
BART (TextBox 2.0)	BLEU-4 67.33 METEOR 47.78 ROUGE-L 76.83	TextBox 2.0: A Text Generation Library with Pre-trained Language Models 2022-12-26	코드 1