Question Answering on MultiTQ

Metric: Hits@1 (higher is better)

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#	Model↕	Hits@1▼	Extra Data	Paper	Date↕	Code
1	Prog-TQA	79.7	No	Self-Improvement Programming for Temporal Knowle...	2024-04-02	-
2	TimeR4	72.8	No	0/1 Deep Neural Networks via Block Coordinate De...	2022-06-19	-
3	ARI	38	No	Temporal Knowledge Question Answering via Abstra...	2023-11-15	Code
4	MultiQA	29.3	No	Muti-view Mouse Social Behaviour Recognition wit...	2020-11-04	Code
5	CronKGQA	27.9	No	Question Answering Over Temporal Knowledge Graphs	2021-06-03	Code
6	EmbedKGQA	20.6	No	-	-	Code
7	LLaMA2	18.5	No	Llama 2: Open Foundation and Fine-Tuned Chat Mod...	2023-07-18	Code
8	ALBERT	10.8	No	ALBERT: A Lite BERT for Self-supervised Learning...	2019-09-26	Code
9	ChatGPT	10.2	No	-	-	-
10	DistillBERT	8.3	No	DistilBERT, a distilled version of BERT: smaller...	2019-10-02	Code
11	BERT	8.3	No	BERT: Pre-training of Deep Bidirectional Transfo...	2018-10-11	Code

#1Prog-TQASOTA
79.7
Hits@1· 2024-04-02
Self-Improvement Programming for Temporal Knowledge Graph Question Answering
#2TimeR4SOTA
72.8
Hits@1· 2022-06-19
0/1 Deep Neural Networks via Block Coordinate Descent
#3ARI
38
Hits@1· 2023-11-15
Temporal Knowledge Question Answering via Abstract Reasoning Induction Code
#4MultiQASOTA
29.3
Hits@1· 2020-11-04
Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model Code
#5CronKGQA
27.9
Hits@1· 2021-06-03
Question Answering Over Temporal Knowledge Graphs Code
#6EmbedKGQA
20.6
Hits@1
No paperCode
#7LLaMA2
18.5
Hits@1· 2023-07-18
Llama 2: Open Foundation and Fine-Tuned Chat Models Code
#8ALBERTSOTA
10.8
Hits@1· 2019-09-26
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Code
#9ChatGPT
10.2
Hits@1
No paper
#10DistillBERT
8.3
Hits@1· 2019-10-02
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Code
#11BERTSOTA
8.3
Hits@1· 2018-10-11
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Code