mxbai-rerank-v3-listwise

A state-of-the-art listwise reranker that goes beyond binary relevance by reading the entire candidate set, resolving conflicts, and ranking by directives like recency, source priority, and multi-step rules. Achieves +11% NDCG@10 over prior rerankers.

A state-of-the-art listwise reranker that goes beyond binary relevance by reading the entire candidate set, resolving conflicts, and ranking by directives like recency, source priority, and multi-step rules. Achieves +11% NDCG@10 over prior rerankers.

• 01+11% NDCG@10 improvement over prior models, beating all benchmarks
• 02Listwise approach: reads entire candidate set to resolve conflicts and apply ranking directives
• 03Supports ranking by recency, source priority, and custom multi-step business rules