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ResearchFormerly WizWand

Query Performance Prediction on TREC DL 19 (Spearman, ECE)

0.636Spearman CorrelationVerb-Num
-0.113840.080830.27550.47017Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Verb-NumRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.6360.385
QPP-Gen (3-32B)Ranker=Qwen2.5-7B-Instruct, Supervision=Unsupervised2026.060.6110.161
qppBERT-PLRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.5210.406
qppBERT-PLRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.4990.516
QPP-Gen-SFTRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.060.4960.236
Verb-ListRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.4840.141
QPP-Gen-SFTRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.4780.338
Verb-ListRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.4230.166
BERTQPPRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on Augmented MS MARCO2026.060.4140.384
QPP-Gen (3-32B)Rankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Unsupervised2026.060.4070.212
Verb-NumRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.3850.51
QPP-GenRanker=Qwen2.5-7B-Instruct, Supervision=Unsupervised2026.060.3330.241
BERTQPPRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.3180.534
QPP-Gen-SFTRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on Augmented MS MARCO2026.060.2580.296
QPP-Gen-SFTRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.2530.23
QPP-GenRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Unsupervised2026.060.1780.288
qppBERT-PLRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.1640.587
BERTQPPRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.060.1350.419
BERTQPPRankers=Qwen2.5-7B-Instruc100, Supervision Protocol=Supervised on MS MARCO2026.060.030.564
qppBERT-PLRanker=Qwen2.5-7B-Instruct, Supervision=Supervised on MS MARCO2026.06-0.0850.452