TRIAD - Fixed Qwen Embed Top30 Reranking - B–Cars: 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
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen3-VL-Reranker-8B (TRIAD Run: first-stage=Qwen3-VL-Embedding-8B;top=30;BF16) | 0.33 |
Interactive version: theaggregate.ai/benchmark?slug=triad-fixed-qwen-embed-top30-reranking-b-cars · How It Works · Data refreshed daily, snapshot 2026-11-12.