ML Research Wiki / Benchmarks / Question Answering / TIQ

TIQ

Question Answering Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: P@1

Top Performing Models

Rank Model Paper P@1 Date Code
1 FAITH Faithful Temporal Question Answering over Heterogeneous Sources 49.10 2024-02-23 -
2 Explaignn Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks 44.60 2023-05-02 📦 philippchr/explaignn
3 Unik-Qa UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering 42.50 2020-12-29 📦 facebookresearch/UniK-QA
4 Gpt-4 GPT-4 Technical Report 28.60 2023-03-15 📦 openai/evals 📦 shmsw25/factscore 📦 unispac/visual-adversarial-examples-jailbreak-large-language-models
5 Uniqorn UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text 23.70 2021-08-19 📦 ajesujoba/UNIQORN
6 InstructGpt Training language models to follow instructions with human feedback 23.60 2022-03-04 📦 ggml-org/llama.cpp 📦 ggerganov/llama.cpp 📦 hiyouga/llama-efficient-tuning
7 Exaqt Complex Temporal Question Answering on Knowledge Graphs 23.20 2021-09-18 📦 zhenjia2017/exaqt
8 TempoQR TempoQR: Temporal Question Reasoning over Knowledge Graphs 1.10 2021-12-10 📦 cmavro/tempoqr 📦 czy1999/MultiTQ 📦 czy1999/SubGTR
9 CronKGQA Question Answering Over Temporal Knowledge Graphs 0.60 2021-06-03 📦 apoorvumang/CronKGQA 📦 cmavro/tempoqr

All Papers (9)

philippchr/explaignn
facebookresearch/UniK-QA
openai/evals shmsw25/factscore
ajesujoba/UNIQORN
ggml-org/llama.cpp ggerganov/llama.cpp
zhenjia2017/exaqt
cmavro/tempoqr czy1999/MultiTQ czy1999/SubGTR
apoorvumang/CronKGQA cmavro/tempoqr