Agentic Retrieval on BRIGHT-PRO k=15 Round 3
61.85α-nDCGBGE-Reasoner-8B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BGE-Reasoner-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 61.85 | 4.08 | 3.89 | |
| GTE-7BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 49.78 | 3.89 | 3.72 | |
| RTriever-4BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 49.65 | 3.93 | 3.71 | |
| DIVER-4BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 47.93 | 3.94 | 3.73 | |
| Qwen3-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 46.46 | 3.86 | 3.64 | |
| DIVER-4B-1020Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 43.55 | 3.88 | 3.66 | |
| GritLM (7B)Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 41.89 | 3.85 | 3.58 | |
| BM25Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 41.31 | 3.87 | 3.66 | |
| INSTRUCTOR-XL (1.5B)Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 38.65 | 3.74 | 3.52 | |
| ReasonIR-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=152026.05 | 37.97 | 3.65 | 3.43 |