Slot Filling On Kilt Zero Shot Re

Accuracy

KILT-AC

KILT-F1

R-Prec

Recall@5

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle

Modellname	Accuracy	F1	KILT-AC	KILT-F1	R-Prec	Recall@5
Modell 1	11.22	16.79	0.0	0.0	0.0	0.0
learning-dense-representations-of-phrases-at	47.42	54.75	41.34	46.79	57.43	60.47
Modell 3	36.55	44.94	0.0	0.0	0.0	0.0
kilt-a-benchmark-for-knowledge-intensive	9.02	13.52	0.0	0.0	0.0	0.0
Modell 5	57.95	63.75	50.64	55.44	80.91	93.05
Modell 6	9.14	12.21	0.0	0.0	0.0	0.0
Modell 7	3.38	10.44	0.0	0.0	0.0	0.0
Modell 8	68.97	74.47	68.32	73.45	94.18	95.19
Modell 9	44.74	49.95	36.83	39.91	53.73	59.52
Modell 10	36.23	40.34	34.13	37.22	61.34	63.85
Modell 11	73.96	78.43	67.2	70.99	89.63	97.87
Modell 12	30.43	34.47	18.91	20.32	28.9	39.21
Modell 13	6.93	37.28	4.47	27.09	40.11	40.11
Modell 14	47.42	54.75	41.34	46.79	57.43	60.47
Modell 15	0.0	0.0	0.0	0.0	98.27	98.89
Modell 16	71.61	76.6	71.1	75.86	95.81	96.64
Modell 17	74.63	79.66	73.2	78.12	97.99	99.34
Modell 18	0.0	0.0	0.0	0.0	96.15	98.71
Modell 19	0.0	0.0	0.0	0.0	80.91	93.05
Modell 20	72.55	77.05	72.31	76.69	98.49	99.23
Modell 21	0.02	2.1	0.0	1.85	95.81	97.83