Open Information Extraction on WiRe57

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	CIGL-OIE + IGL-CA (OpenIE6)	40	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
2	CIGL-OIE	36.8	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
3	IMoJIE	36	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
4	MinIE Gashteovski et al. (2017)	35.8	No	WiRe57 : A Fine-Grained Benchmark for Open Infor...	2018-09-24	Code
5	OpenIE5	35.4	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
6	IGL-OIE	34.9	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
7	OpenIE4	34.4	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
8	ClausIE Del Corro and Gemulla (2013)	34.2	No	WiRe57 : A Fine-Grained Benchmark for Open Infor...	2018-09-24	Code
9	ClausIE	33.2	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
10	SpanOIE	31.9	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
11	MinIE	28.5	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
12	OpenIE 4 Mausam (2016)	26.7	No	WiRe57 : A Fine-Grained Benchmark for Open Infor...	2018-09-24	Code
13	RnnOIE	26.4	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code
14	Ollie Mausam et al. (2012)	23.9	No	WiRe57 : A Fine-Grained Benchmark for Open Infor...	2018-09-24	Code
15	ReVerb Fader et al. (2011)	20	No	WiRe57 : A Fine-Grained Benchmark for Open Infor...	2018-09-24	Code
16	Stanford Angeli et al. (2015)	19.8	No	WiRe57 : A Fine-Grained Benchmark for Open Infor...	2018-09-24	Code
17	PropS Stanovsky et al. (2016)	18.7	No	WiRe57 : A Fine-Grained Benchmark for Open Infor...	2018-09-24	Code
18	SenseOIE	10.7	No	OpenIE6: Iterative Grid Labeling and Coordinatio...	2020-10-07	Code

#1CIGL-OIE + IGL-CA (OpenIE6)SOTA
40
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#2CIGL-OIE
36.8
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#3IMoJIE
36
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#4MinIE Gashteovski et al. (2017)SOTA
35.8
F1· 2018-09-24
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction Code
#5OpenIE5
35.4
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#6IGL-OIE
34.9
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#7OpenIE4
34.4
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#8ClausIE Del Corro and Gemulla (2013)
34.2
F1· 2018-09-24
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction Code
#9ClausIE
33.2
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#10SpanOIE
31.9
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#11MinIE
28.5
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#12OpenIE 4 Mausam (2016)
26.7
F1· 2018-09-24
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction Code
#13RnnOIE
26.4
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code
#14Ollie Mausam et al. (2012)
23.9
F1· 2018-09-24
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction Code
#15ReVerb Fader et al. (2011)
20
F1· 2018-09-24
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction Code
#16Stanford Angeli et al. (2015)
19.8
F1· 2018-09-24
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction Code
#17PropS Stanovsky et al. (2016)
18.7
F1· 2018-09-24
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction Code
#18SenseOIE
10.7
F1· 2020-10-07
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Code