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ResearchFormerly WizWand

Query Performance Prediction on TREC DL 20

0.713Spearman CorrelationVerb-Num
-0.05140.147050.34550.54395Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Verb-NumRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.71332.3
Verb-ListRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.69917.5
qppBERT-PLRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.6533.9
Verb-NumRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.62639.1
QPP-Gen (3-32B)Ranker=Qwen2.5-7B-Instruct, Supervision=Unsupervised2026.060.60815.6
Verb-ListRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.60521.6
QPP-Gen-SFTRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.060.56726
QPP-Gen (3-32B)Rankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Unsupervised2026.060.53423.9
qppBERT-PLRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.51442.3
QPP-GenRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Unsupervised2026.060.47915.2
QPP-Gen-SFTRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.47729.7
QPP-Gen-SFTRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.43440.1
QPP-GenRanker=Qwen2.5-7B-Instruct, Supervision=Unsupervised2026.060.41215.1
QPP-Gen-SFTRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.4139
BERTQPPRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.27231.2
qppBERT-PLRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.060.25438.4
BERTQPPRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.060.25234.5
qppBERT-PLRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.23346
BERTQPPRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.13241.4
BERTQPPRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.06-0.02244.4