Ranking on TREC DL
83.12NDCG@5ITEM-Ar
Evaluation results
| Method | Links | |
|---|---|---|
| ITEM-ArLLM=ChatGPT, Iterations=32024.06 | 83.12 | |
| ITEM-ARsLLM=ChatGPT, Iterations=32024.06 | 82.89 | |
| ITEM-ARsLLM=ChatGPT, Iterations=12024.06 | 81.38 | |
| ITEM-ArLLM=ChatGPT, Iterations=12024.06 | 80.79 | |
| RankGPTLLM=ChatGPT2024.06 | 80.56 | |
| ITEM-ArLLM=Llama 3, Iterations=32024.06 | 77.34 | |
| ITEM-ARsLLM=Llama 3, Iterations=12024.06 | 77.22 | |
| RankGPTLLM=Llama 32024.06 | 75.61 | |
| ITEM-ARsLLM=Llama 3, Iterations=32024.06 | 74.8 | |
| ITEM-ArLLM=Mistral, Iterations=32024.06 | 74.27 | |
| ITEM-ArLLM=Llama 3, Iterations=12024.06 | 73.95 | |
| ITEM-ARsLLM=Mistral, Iterations=32024.06 | 73.24 | |
| ITEM-ARsLLM=Mistral, Iterations=12024.06 | 71.29 | |
| ITEM-ArLLM=Mistral, Iterations=12024.06 | 70.57 | |
| RankGPTLLM=Mistral2024.06 | 69.81 | |
| DLLM=Mistral2024.06 | 58.69 | |
| DLLM=Llama 32024.06 | 58.69 | |
| DLLM=ChatGPT2024.06 | 58.69 |