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Question Answering on KILT-NQ

67.7Match Scorepplx-embed-v1-4B
62.81264.08165.3566.619Feb 11, 2026

Evaluation results

MethodLinks
pplx-embed-v1-4BQuantization=INT8, Generator=Qwen/Qwen2.5-32B-Instruct, Reranking=No, Top-k=52026.0267.7
pplx-embed-v1-0.6BQuantization=INT8, Generator=Qwen/Qwen2.5-32B-Instruct, Reranking=No, Top-k=52026.0267.2
qwen3-embed-4BGenerator=Qwen/Qwen2.5-32B-Instruct, Reranking=No, Top-k=5, Retrieval prompt=Standard2026.0267.1
bge-m3Generator=Qwen/Qwen2.5-32B-Instruct, Reranking=No, Top-k=52026.0266.8
qwen3-embed-0.6BGenerator=Qwen/Qwen2.5-32B-Instruct, Reranking=No, Top-k=5, Retrieval prompt=Standard2026.0263