Agentic Retrieval on BRIGHT-PRO Round 1 (k=5)
56.36α-nDCGBGE-Reasoner-8B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BGE-Reasoner-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 56.36 | 3.72 | 3.49 | |
| RTriever-4BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 43.92 | 3.45 | 3.26 | |
| GTE-7BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 41.86 | 3.36 | 3.17 | |
| DIVER-4BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 40.02 | 3.33 | 3.19 | |
| Qwen3-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 38.74 | 3.23 | 3.06 | |
| DIVER-4B-1020Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 36.11 | 3.17 | 2.98 | |
| GritLM (7B)Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 34.4 | 3.12 | 3.01 | |
| BM25Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 32.98 | 3.08 | 2.95 | |
| ReasonIR-8BAgent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 30.98 | 3.12 | 2.98 | |
| INSTRUCTOR-XL (1.5B)Agent Backbone=Qwen3.5-122B-A10B, Cumulative cut-off (k)=52026.05 | 29.6 | 3.1 | 2.88 |