Multi-document retrieval on MuSiQue (val)
54.84F1 ScoreGritLM
Evaluation Results
| Method | Links | |
|---|---|---|
| GritLMModel Category=Dense Models, top_k=32026.02 | 54.84 | |
| GTE-Qwen2Model Category=Dense Models, top_k=32026.02 | 53.28 | |
| Qwen3Model Category=Dense Models, top_k=32026.02 | 52.2 | |
| AttentionRetrieverModel Category=AttentionRetriever (Ours), Backbone=LLaMA-3.2, Model size=3B, top_k=32026.02 | 50.84 | |
| AttentionRetrieverModel Category=AttentionRetriever (Ours), Backbone=Qwen-2.5, Model size=3B, top_k=32026.02 | 50.62 | |
| GTRModel Category=Dense Models, top_k=32026.02 | 45.91 | |
| ANCEModel Category=Dense Models, top_k=32026.02 | 42.85 | |
| SPScannerModel Category=Autoregressive Models, top_k=32026.02 | 39.82 | |
| DPRModel Category=Dense Models, top_k=32026.02 | 36.8 | |
| BM25Model Category=Sparse Models, top_k=32026.02 | 34.12 | |
| CDEModel Category=Dense Models, top_k=32026.02 | 23.2 |