ML Research Wiki / Benchmarks / Question Answering / TimeQuestions

TimeQuestions

Question Answering Benchmark

Performance Over Time

📊 Showing 16 results | 📏 Metric: P@1

Top Performing Models

Rank Model Paper P@1 Date Code
1 Quasar RAG-based Question Answering over Heterogeneous Data and Text 75.40 2024-12-10 -
2 TwiRGCN TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs 60.50 2022-10-12 -
3 EXAQT Complex Temporal Question Answering on Knowledge Graphs 56.50 2021-09-18 📦 zhenjia2017/exaqt
4 SF-TQA Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs 53.90 2022-10-10 -
5 FAITH Faithful Temporal Question Answering over Heterogeneous Sources 53.50 2024-02-23 -
6 EXPLAIGNN Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks 52.50 2023-05-02 📦 philippchr/explaignn
7 GRAFT-Net GraphNeT: Graph neural networks for neutrino telescope event reconstruction 45.20 2022-10-21 📦 graphnet-team/graphnet
8 TempoQR TempoQR: Temporal Question Reasoning over Knowledge Graphs 43.80 2021-12-10 📦 cmavro/tempoqr 📦 czy1999/MultiTQ 📦 czy1999/SubGTR
9 TMA Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering 43.60 2023-02-24 -
10 Convinse Conversational Question Answering on Heterogeneous Sources 42.30 2022-04-25 -

All Papers (16)

zhenjia2017/exaqt
philippchr/explaignn
graphnet-team/graphnet
cmavro/tempoqr czy1999/MultiTQ czy1999/SubGTR
apoorvumang/CronKGQA cmavro/tempoqr
ajesujoba/UNIQORN
lmous/openai-gpt4-coding-assistant
ggml-org/llama.cpp ggerganov/llama.cpp
huggingface/transformers ggml-org/llama.cpp