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Descriptive Retrieval on Twitter N=10k

0.2R@1MSA-4B
-0.0080.0460.10.154Jul 1, 2026

Evaluation results

MethodLinks
MSA-4BScoring=gen. citations2026.070.20.8
BLOCKSEARCH attention, R_any_19Scoring=any-head MaxSim2026.070.1100
BLOCKSEARCH-SSMaxScoring=ICR beam2026.070.10.4
BLOCKSEARCH-SSMax-routingScoring=ICR beam2026.070.10.3
BLOCKSEARCHScoring=ICR beam2026.0700
BLOCKSEARCH-sinkScoring=ICR beam2026.0700.1
Qwen3-denseScoring=pooled cosine2026.0700.4