Question Answering on TimeQuestions

21개 결과 · ⬇ CSV · JSON

P@1

Rank	Model	P@1	Paper	Code	Year
1	TimeR4	78.1
2	Quasar	75.4	RAG-based Question Answering over Heterogeneous Data and Text		2024
3	TwiRGCN	60.5	TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs		2022
4	EXAQT	56.5	Complex Temporal Question Answering on Knowledge Graphs	zhenjia2017/exaqt	2021
5	SF-TQA	53.9	Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs		2022
6	M3TQA	53.6
7	FAITH	53.5	Faithful Temporal Question Answering over Heterogeneous Sources		2024
8	LGQA	52.9
9	EXPLAIGNN	52.5	Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks	philippchr/explaignn	2023
10	CTRN	46.5
11	GRAFT-Net	45.2	GraphNeT: Graph neural networks for neutrino telescope event reconstruction	graphnet-team/graphnet	2022
12	TempoQR	43.8	TempoQR: Temporal Question Reasoning over Knowledge Graphs	cmavro/tempoqr · czy1999/MultiTQ · czy1999/SubGTR	2021
13	TMA	43.6	Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering		2023
14	UniK-QA	42.4
15	Convinse	42.3	Conversational Question Answering on Heterogeneous Sources		2022
16	CRONKGQA	39.5	Question Answering Over Temporal Knowledge Graphs	apoorvumang/CronKGQA · cmavro/tempoqr	2021
17	UniQorn	33.1	UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text	ajesujoba/UNIQORN	2021
18	GPT-4	30.6	OpenAi's GPT4 as coding assistant	lmous/openai-gpt4-coding-assistant	2023
19	InstructGPT	22.4	Training language models to follow instructions with human feedback	ggml-org/llama.cpp · ggerganov/llama.cpp · hiyouga/llama-efficient-tuning · +8	2022
20	Llama3	17.8	LLaMA: Open and Efficient Foundation Language Models	huggingface/transformers · ggml-org/llama.cpp · ggerganov/llama.cpp · +54	2023