ML Research Wiki / Benchmarks / Question Answering / MultiTQ

MultiTQ

Question Answering Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: Hits@1

Top Performing Models

Rank Model Paper Hits@1 Date Code
1 Prog-TQA Self-Improvement Programming for Temporal Knowledge Graph Question Answering 79.70 2024-04-02 -
2 TimeR4 0/1 Deep Neural Networks via Block Coordinate Descent 72.80 2022-06-19 -
3 ARI Temporal Knowledge Question Answering via Abstract Reasoning Induction 38.00 2023-11-15 📦 czy1999/ari-qa
4 MultiQA Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model 29.30 2020-11-04 📦 ZhehengJiang/MV-LADDM
5 CronKGQA Question Answering Over Temporal Knowledge Graphs 27.90 2021-06-03 📦 apoorvumang/CronKGQA 📦 cmavro/tempoqr
6 LLaMA2 Llama 2: Open Foundation and Fine-Tuned Chat Models 18.50 2023-07-18 📦 facebookresearch/llama 📦 llamafamily/llama-chinese 📦 flagalpha/llama2-chinese
7 ALBERT ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 10.80 2019-09-26 📦 huggingface/transformers 📦 tensorflow/models 📦 PaddlePaddle/PaddleNLP
8 DistillBERT DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 8.30 2019-10-02 📦 huggingface/transformers 📦 PaddlePaddle/PaddleNLP 📦 huggingface/swift-coreml-transformers
9 BERT BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 8.30 2018-10-11 📦 huggingface/transformers 📦 tensorflow/models 📦 labmlai/annotated_deep_learning_paper_implementations

All Papers (9)