Table-to-text generation on WebNLG benchmark leaderboard · SOTA2 Research

Table-to-text generation on WebNLG

65.4BLEU (Seen)HTLM

Evaluation Results

Method	Links
HTLM2021.07		65.4	48.4	55.6	0.46	0.39	0.42	0.33	0.51	0.4
FINE-TUNE2021.01		65.3	43.1	55.5	0.46	0.38	0.42	0.33	0.53	0.42
GPT-2LARGE2021.07		65.3	43.1	55.5	0.46	0.38	0.42	0.33	0.53	0.42
HTLM2021.07		64.8	46.1	56.3	0.46	0.38	0.42	0.33	0.47	0.4
FINE-TUNE2021.01		64.2	27.7	46.5	0.45	0.3	0.38	0.33	0.76	0.53
GPT-2MEDIUM2021.07		64.2	27.7	46.5	0.45	0.3	0.38	0.33	0.76	0.53
SOTA2021.01		63.9	52.8	57.1	0.46	0.41	0.44	—	—	—
Prefix2021.01		63.4	47.7	56.3	0.45	0.39	0.42	0.34	0.48	0.4
GPT-2LARGE2021.07		63.4	47.7	56.3	0.45	0.39	0.42	0.34	0.48	0.4
PREFIX (0.1%)2021.01		62.9	45.6	55.1	0.44	0.38	0.41	0.35	0.49	0.41
GPT-2MEDIUM2021.07		62.9	45.6	55.1	0.44	0.38	0.41	0.35	0.49	0.41
ADAPTER (3%)2021.01		60.4	48.3	54.9	0.43	0.38	0.41	0.35	0.45	0.39
ADAPTER (0.1%)2021.01		54.5	45.1	50.2	0.39	0.36	0.38	0.4	0.46	0.43
FT-TOP22021.01		53.6	18.9	36	0.38	0.23	0.31	0.49	0.99	0.72
TILB-Pipeline2021.07		44.34	20.65	35.29	0.38	0.21	0.3	0.48	0.64	0.56
HTLM2021.07		28.1	18.5	22.8	0.24	0.21	0.12	0.78	0.79	0.78
UIT-VNU-Pipeline2021.07		19.87	0.11	7.07	0.15	0.03	0.09	0.78	0.87	0.82