Question Answering On Multitq
評価指標
Hits@1
Hits@10
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Hits@1 | Hits@10 | Paper Title | Repository |
|---|---|---|---|---|
| CronKGQA | 27.9 | 63.5 | Question Answering Over Temporal Knowledge Graphs | |
| MultiQA | 29.3 | 44.1 | Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model | |
| DistillBERT | 8.3 | 48.4 | DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter | |
| EmbedKGQA | 20.6 | 60.8 | Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | |
| BERT | 8.3 | 48.2 | BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | |
| ChatGPT | 10.2 | - | - | - |
| Prog-TQA | 79.7 | 91 | Self-Improvement Programming for Temporal Knowledge Graph Question Answering | - |
| LLaMA2 | 18.5 | - | Llama 2: Open Foundation and Fine-Tuned Chat Models | |
| ARI | 38 | - | Temporal Knowledge Question Answering via Abstract Reasoning Induction | |
| ALBERT | 10.8 | 45.9 | ALBERT: A Lite BERT for Self-supervised Learning of Language Representations | |
| TimeR4 | 72.8 | - | - | - |
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