Question Answering on KILT: ELI5

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	somebody	27.13	No	-	-	-
2	RBG	24.53	No	Read before Generate! Faithful Long Form Questio...	2022-03-01	-
3	c-REALM	23.1	No	Hurdles to Progress in Long-form Question Answer...	2021-03-10	Code
4	arxiv.org/abs/2103.06332	22.88	No	Hurdles to Progress in Long-form Question Answer...	2021-03-10	Code
5	Training Set Retrieval (top 1)	21.62	No	-	-	-
6	BART	19.23	No	-	-	-
7	EMAT	19.03	No	An Efficient Memory-Augmented Transformer for Kn...	2022-10-30	Code
8	BART+DPR	17.88	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
9	BART + DPR	17.88	No	-	-	-
10	Random Training Set Answer	17.07	No	-	-	-
11	multi-task small	16.4	No	-	-	-
12	T5-base	16.1	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
13	T5-base	16.1	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
14	Wikipedia	15.91	No	-	-	-
15	Sphere	15.29	No	-	-	-
16	Input Copying	14.8	No	-	-	-
17	RAG	14.51	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
18	RAG	14.51	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
19	TABi	0	No	-	-	-
20	chriskuei	0	No	-	-	-
21	GENRE	0	No	-	-	-
22	Multi-task DPR	0	No	-	-	-