Agentic Retrieval on BRIGHT-PRO Round 2 k=10
59.5α-nDCGBGE-Reasoner-8B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BGE-Reasoner-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 59.5 | 3.99 | 3.77 | |
| RTriever-4BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 46.94 | 3.81 | 3.63 | |
| GTE-7BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 46.69 | 3.76 | 3.61 | |
| DIVER-4BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 44.6 | 3.78 | 3.56 | |
| Qwen3-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 43.28 | 3.69 | 3.45 | |
| DIVER-4B-1020Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 40.52 | 3.65 | 3.43 | |
| BM25Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 38.51 | 3.67 | 3.48 | |
| GritLM (7B)Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 38.23 | 3.55 | 3.41 | |
| INSTRUCTOR-XL (1.5B)Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 35.86 | 3.53 | 3.33 | |
| ReasonIR-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=102026.05 | 35.57 | 3.47 | 3.29 |