List your company
ResearchFormerly WizWand

Document Reranking on AVG

54.373NDCG@5RankT5 + CAR
26.9409234.0627141.184548.30629May 6, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RankT5 + CARRetriever=Contriever, Category=Supervised Neural Reranker, Confidence-Aware Reranking=Enabled2026.0554.3730.1
RankT5Retriever=Contriever, Category=Supervised Neural Reranker2026.0554.33—
Cross-Encoder + CARRetriever=Contriever, Category=Supervised Neural Reranker, Confidence-Aware Reranking=Enabled2026.0552.2860.1
Cross-EncoderRetriever=Contriever, Category=Supervised Neural Reranker2026.0552.253—
ColBERT + CARRetriever=Contriever, Category=Supervised Neural Reranker, Confidence-Aware Reranking=Enabled2026.0551.6420.2
ColBERTRetriever=Contriever, Category=Supervised Neural Reranker2026.0551.529—
RankGPT + CARLLM=Qwen2.5-7B-Instruct, Retriever=Contriever, Category=LLM-based Reranker, Confidence-Aware Reranking=Enabled2026.0549.1271.9
Contriever + CARRetriever=Contriever, Category=Retriever Only, Confidence-Aware Reranking=Enabled2026.0549.0421.8
RankGPTLLM=Qwen2.5-7B-Instruct, Retriever=Contriever, Category=LLM-based Reranker2026.0548.225—
ContrieverRetriever=Contriever, Category=Retriever Only2026.0548.167—
QLM + CARLLM=Qwen2.5-7B-Instruct, Retriever=Contriever, Category=LLM-based Reranker, Confidence-Aware Reranking=Enabled2026.0543.653.9
QLMLLM=Qwen2.5-7B-Instruct, Retriever=Contriever, Category=LLM-based Reranker2026.0542.032—
YesNo + CARLLM=Qwen2.5-7B-Instruct, Retriever=Contriever, Category=LLM-based Reranker, Confidence-Aware Reranking=Enabled2026.0535.09325.4
YesNoLLM=Qwen2.5-7B-Instruct, Retriever=Contriever, Category=LLM-based Reranker2026.0527.996—