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Data-to-text generation on E2E

0.717ROUGE-L

Prefix

Updated 2d ago

Evaluation Results

Method	Links
Prefix 2021.01		0.717	0.703	8.85	0.462	2.47
GPT-2LARGE 2021.07		0.717	0.703	8.85	0.462	2.47
PREFIX (0.1%) 2021.01		0.714	0.697	8.81	0.461	2.49
GPT-2MEDIUM 2021.07		0.714	0.697	8.81	0.461	2.49
ADAPTER (3%) 2021.01		0.713	0.689	8.71	0.461	2.47
HTLM 2021.07		0.712	0.701	8.85	0.461	2.45
FINE-TUNE 2021.01		0.71	0.682	8.62	0.462	2.47
GPT-2MEDIUM 2021.07		0.71	0.682	8.62	0.462	2.47
FT-TOP2 2021.01		0.708	0.681	8.59	0.46	2.41
SOTA 2021.01		0.708	0.686	8.7	0.453	2.37
HTLM 2021.07		0.708	0.703	8.9	0.463	2.47
FINE-TUNE 2021.01		0.699	0.685	8.78	0.46	2.45
GPT-2LARGE 2021.07		0.699	0.685	8.78	0.46	2.45
ADAPTER (0.1%) 2021.01		0.698	0.663	8.41	0.45	2.4
EDA_CS 2019.04		0.6894	0.6705	8.515	0.4449	2.2355
TGen 2019.04		0.685	0.6593	8.6094	0.4483	2.2338
EDA_CSTL 2019.04		0.674	0.658	8.5615	0.4516	2.1803
EDA 2019.04		0.5634	0.4999	7.1146	0.3369	1.3176
GENICL 2025.05		0.551	-	-	-	-
LLM-R 2025.05		0.544	-	-	-	-
BM25 2025.05		0.538	-	-	-	-
EPR 2025.05		0.536	-	-	-	-
Se² 2024.02		0.534	-	-	-	-
E5base 2025.05		0.523	-	-	-	-
UPRISE 2024.02		0.519	-	-	-	-
Random 2025.05		0.511	-	-	-	-
CBDS 2025.05		0.508	-	-	-	-
SBERT 2025.05		0.506	-	-	-	-
Best-of-10 2024.02		0.487	-	-	-	-
BM25 2024.02		0.479	-	-	-	-
Instructor 2024.02		0.433	-	-	-	-
Random 2024.02		0.431	-	-	-	-
SBERT 2024.02		0.426	-	-	-	-
Zero-shot 2025.05		0.346	-	-	-	-
HTLM 2021.07		0.316	0.321	3.35	0.241	0.78
Zero-shot 2024.02		0.076	-	-	-	-