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ResearchFormerly WizWand

Multi-hop Question Answering on 2WikiMultiHopQA N=200

77Judge EMSEAL-RAG
11.4828.4945.562.51Dec 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SEAL-RAGModel=GPT-4o, Retrieval Depth (k)=32025.127797778417
SEAL-RAGModel=GPT-4o, Retrieval Depth (k)=12025.127695758240
SEAL-RAGModel=GPT-4o, Retrieval Depth (k)=52025.127496778410
SEAL-RAGModel=GPT-4o-mini, Retrieval Depth (k)=52025.126889455911
SEAL-RAGModel=GPT-4o-mini, Retrieval Depth (k)=32025.12649146608
CRAGModel=GPT-4o, Retrieval Depth (k)=52025.1264222322—
Basic RAGModel=GPT-4o, Retrieval Depth (k)=52025.1262347546—
SEAL-RAGModel=GPT-4o-mini, Retrieval Depth (k)=12025.126192455931
CRAGModel=GPT-4o, Retrieval Depth (k)=32025.1260181918—
Self-RAGModel=GPT-4o, Retrieval Depth (k)=52025.1260633845—
Basic RAGModel=GPT-4o-mini, Retrieval Depth (k)=52025.1257347546—
CRAGModel=GPT-4o-mini, Retrieval Depth (k)=32025.1256999—
Self-RAGModel=GPT-4o, Retrieval Depth (k)=32025.1256603542—
Self-RAGModel=GPT-4o-mini, Retrieval Depth (k)=52025.1256452026—
CRAGModel=GPT-4o-mini, Retrieval Depth (k)=52025.1255111011—
Basic RAGModel=GPT-4o, Retrieval Depth (k)=32025.1254536959—
Self-RAGModel=GPT-4o-mini, Retrieval Depth (k)=32025.1253411825—
Basic RAGModel=GPT-4o-mini, Retrieval Depth (k)=32025.1249536959—
Self-RAGModel=GPT-4o, Retrieval Depth (k)=12025.1236411926—
CRAGModel=GPT-4o-mini, Retrieval Depth (k)=12025.12301257—
CRAGModel=GPT-4o, Retrieval Depth (k)=12025.1228211014—
Self-RAGModel=GPT-4o-mini, Retrieval Depth (k)=12025.1226271015—
Basic RAGModel=GPT-4o-mini, Retrieval Depth (k)=12025.1218934156—
Basic RAGModel=GPT-4o, Retrieval Depth (k)=12025.1214934156—