Metric: Hits@1 (higher is better)
| # | Model↕ | Hits@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Prog-TQA | 79.7 | No | Self-Improvement Programming for Temporal Knowle... | 2024-04-02 | - |
| 2 | TimeR4 | 72.8 | No | 0/1 Deep Neural Networks via Block Coordinate De... | 2022-06-19 | - |
| 3 | ARI | 38 | No | Temporal Knowledge Question Answering via Abstra... | 2023-11-15 | Code |
| 4 | MultiQA | 29.3 | No | Muti-view Mouse Social Behaviour Recognition wit... | 2020-11-04 | Code |
| 5 | CronKGQA | 27.9 | No | Question Answering Over Temporal Knowledge Graphs | 2021-06-03 | Code |
| 6 | EmbedKGQA | 20.6 | No | - | - | Code |
| 7 | LLaMA2 | 18.5 | No | Llama 2: Open Foundation and Fine-Tuned Chat Mod... | 2023-07-18 | Code |
| 8 | ALBERT | 10.8 | No | ALBERT: A Lite BERT for Self-supervised Learning... | 2019-09-26 | Code |
| 9 | ChatGPT | 10.2 | No | - | - | - |
| 10 | DistillBERT | 8.3 | No | DistilBERT, a distilled version of BERT: smaller... | 2019-10-02 | Code |
| 11 | BERT | 8.3 | No | BERT: Pre-training of Deep Bidirectional Transfo... | 2018-10-11 | Code |