TRIAD - Fixed Qwen Embed Top30 Reranking - C–Fashion: leaderboard

TRIAD v1,actual fullpoolmAP0–1 afterfixedQwen3VLEmbedding8BfirststageTop30reordering,allremainingranksunchanged.1000queries/direction; nativecandidatepoolsandpositivecounts. Reranker is distinctreleasedcheckpoint;oracle@30/positivecoverageupperbounds notscores.

Metric: mAP (0–1). Source: arxiv.org. 1 models tracked.

Top models

#ModelScoreOverall rank
1Qwen3-VL-Reranker-8B (TRIAD Run: first-stage=Qwen3-VL-Embedding-8B;top=30;BF16)0.52

Interactive version: theaggregate.ai/benchmark?slug=triad-fixed-qwen-embed-top30-reranking-c-fashion · How It Works · Data refreshed daily, snapshot 2026-11-12.