HyperAI超神经

Question Answering On Multitq

评估指标

Hits@1

Hits@10

评测结果

各个模型在此基准测试上的表现结果

			Paper Title
Prog-TQA	79.7	91	Self-Improvement Programming for Temporal Knowledge Graph Question Answering
TimeR4	72.8	-	-
ARI	38	-	Temporal Knowledge Question Answering via Abstract Reasoning Induction
MultiQA	29.3	44.1	Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model
CronKGQA	27.9	63.5	Question Answering Over Temporal Knowledge Graphs
EmbedKGQA	20.6	60.8	Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
LLaMA2	18.5	-	Llama 2: Open Foundation and Fine-Tuned Chat Models
ALBERT	10.8	45.9	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
ChatGPT	10.2	-	-
DistillBERT	8.3	48.4	DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
BERT	8.3	48.2	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

0 of 11 row(s) selected.

HyperAI超神经

Question Answering On Multitq

评估指标

Hits@1

Hits@10

评测结果

各个模型在此基准测试上的表现结果

			Paper Title
Prog-TQA	79.7	91	Self-Improvement Programming for Temporal Knowledge Graph Question Answering
TimeR4	72.8	-	-
ARI	38	-	Temporal Knowledge Question Answering via Abstract Reasoning Induction
MultiQA	29.3	44.1	Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model
CronKGQA	27.9	63.5	Question Answering Over Temporal Knowledge Graphs
EmbedKGQA	20.6	60.8	Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
LLaMA2	18.5	-	Llama 2: Open Foundation and Fine-Tuned Chat Models
ALBERT	10.8	45.9	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
ChatGPT	10.2	-	-
DistillBERT	8.3	48.4	DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
BERT	8.3	48.2	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

0 of 11 row(s) selected.

Question Answering On Multitq | SOTA | HyperAI超神经