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Question Answering on MS MARCO v1

2.886Recall@1KaLMv2 + Qwen3-235B
2.639522.703512.76752.83149Mar 6, 2026

Evaluation results

MethodLinks
KaLMv2 + Qwen3-235BBackbone=Qwen3-235B, Reranking=True2026.032.8863.022.995—
KaLMv2 + Llama3.3Backbone=Llama3.3, Reranking=True2026.032.8812.9552.952—
KaLMv2 + Qwen3-235BBackbone=Qwen3-235B, Reranking=False2026.032.8463.0283.027—
KaLMv2 + Llama3.3Backbone=Llama3.3, Reranking=False2026.032.6492.9042.919—
MSABackbone=Qwen3-4B-Instruct2026.03———4.141