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ResearchFormerly WizWand

Query Performance Prediction on TREC DL22 (Spearman, ECE)

0.679Spearman CorrelationVerb-Num
-0.089560.109970.30950.50903Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Verb-NumRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.6790.287
Verb-ListRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.6770.187
QPP-Gen (3-32B)Rankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Unsupervised2026.060.6690.193
Verb-NumRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.6170.151
Verb-ListRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.6120.163
QPP-Gen (3-32B)Ranker=Qwen2.5-7B-Instruct, Supervision=Unsupervised2026.060.6050.187
QPP-Gen-SFTRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.060.5090.37
QPP-GenRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Unsupervised2026.060.4970.176
QPP-Gen-SFTRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.4620.362
BERTQPPRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.4320.105
QPP-GenRanker=Qwen2.5-7B-Instruct, Supervision=Unsupervised2026.060.430.164
QPP-Gen-SFTRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.3990.508
BERTQPPRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.3220.274
QPP-Gen-SFTRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.2880.577
qppBERT-PLRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.060.2290.077
qppBERT-PLRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.2160.377
qppBERT-PLRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.1960.177
qppBERT-PLRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.1050.341
BERTQPPRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.0040.3
BERTQPPRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.06-0.060.133