ML Research Wiki / Benchmarks / Question Answering / CronQuestions

CronQuestions

Question Answering Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Hits@1

Top Performing Models

Rank Model Paper Hits@1 Date Code
1 GenTKGQA Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models 97.80 2024-02-26 -
2 QC-MHM Question Calibration and Multi-Hop Modeling for Temporal Question Answering 97.10 2024-02-20 -
3 Prog-TQA Self-Improvement Programming for Temporal Knowledge Graph Question Answering 93.70 2024-04-02 -
4 TempoQR-Hard TempoQR: Temporal Question Reasoning over Knowledge Graphs 91.80 2021-12-10 📦 cmavro/tempoqr 📦 czy1999/MultiTQ 📦 czy1999/SubGTR
5 TSQA Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs 83.10 2022-03-01 -
6 TempoQR-Soft TempoQR: Temporal Question Reasoning over Knowledge Graphs 79.90 2021-12-10 📦 cmavro/tempoqr 📦 czy1999/MultiTQ 📦 czy1999/SubGTR
7 TMA Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering 78.40 2023-02-24 -
8 EntityQR TempoQR: Temporal Question Reasoning over Knowledge Graphs 74.50 2021-12-10 📦 cmavro/tempoqr 📦 czy1999/MultiTQ 📦 czy1999/SubGTR
9 CronKGQA Question Answering Over Temporal Knowledge Graphs 64.70 2021-06-03 📦 apoorvumang/CronKGQA 📦 cmavro/tempoqr
10 BERT TempoQR: Temporal Question Reasoning over Knowledge Graphs 24.30 2021-12-10 📦 cmavro/tempoqr 📦 czy1999/MultiTQ 📦 czy1999/SubGTR

All Papers (10)

cmavro/tempoqr czy1999/MultiTQ czy1999/SubGTR
cmavro/tempoqr czy1999/MultiTQ czy1999/SubGTR
cmavro/tempoqr czy1999/MultiTQ czy1999/SubGTR
apoorvumang/CronKGQA cmavro/tempoqr
cmavro/tempoqr czy1999/MultiTQ czy1999/SubGTR