Data-to-text generation

Benchmarks

Dataset Name	SOTA Method	Metric
DART (test)	C-P (large)	BLEU52	42	3d ago
WebNLG (test)	KGPT-Seq	BLEU64.11	39	2d ago
E2E	Prefix	ROUGE-L0.717	36	2d ago
E2E (test)	Transformer	BLEU68.23	33	2d ago
MLB (test)	Templ	RG Precision99.9	22	3d ago
RotoWire (test)	Templ	Factual Support Score7.57	19	3d ago
ToTTo	Re-Table-7B-rerank	BLEU52.28	18	3d ago
WikiBio (test)		BLEU45.14	17	2d ago
DART		BLEU51.8	16	3d ago
ToTTo full (test)	T5-3B	BLEU50.8	12	3d ago
WebNLG en	PEGASUS-2B (calibrated)	ROUGE-255.52	12	2d ago
ROTOWIRE English (test)		RG Score61	12	3d ago
ROTOWIRE (dev)	TEMPL	RG Score0.5429	12	3d ago
DART	GENICL	ROUGE-L56.4	9	3d ago
Cleaned E2E (test)	CONTROL PREFIXES (A2)	BLEU44.15	9	3d ago
SPNLG (test)	Table2seq-beam	BLEU40.61	9	3d ago
WebNLG Unseen v1		Fluency Score5.63	9	3d ago
WebNLG Seen v1	E2E GRU	BLEU57.2	9	3d ago
WebNLG v1 (All)	Transformer	BLEU51.68	9	3d ago
E2E	SMOOTHIE-GLOBAL	ROUGE-237.6	8	3d ago
CommonGen	Se²	ROUGE-L34.6	8	2d ago
German ROTOWIRE (DE-RW) (test)	Templ	RG Score54.4	8	3d ago
WebNLG 2017 (seen)	T5	BLEU64.7	8	3d ago
WebNLG	BEST-ON-VAL	ROUGE-248.7	8	3d ago
WikiBio 22	T5-small-CONT	BLEU47.17	7	3d ago

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