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ResearchFormerly WizWand

Embodied Question Answering on BridgeEQA (test)

88.9Image Citation RelevanceEMVR VLM w/ Images + SG
67.89273.34678.884.254Nov 16, 2025
Updated 6mo ago

Evaluation results

MethodLinks
EMVR VLM w/ Images + SGVLM=Grok 4 Fast2025.1188.9
EMVR VLM w/ SG OnlyVLM=Grok 4 Fast2025.1187.6
EMVR VLM w/ Images + SGVLM=Gemini 2.5 Flash Lite2025.1184.9
Socratic LLM w/ SGVLM=Grok 4 Fast2025.1183.8
EMVR VLM w/ SG OnlyVLM=Gemini 2.5 Flash2025.1183.6
Multi-Frame VLM w/ SGVLM=Grok 4 Fast2025.1183.3
EMVR VLM w/ Images + SGVLM=Gemini 2.5 Flash2025.1180.3
Multi-Frame VLM w/ SGVLM=Gemini 2.5 Flash Lite2025.1180.2
EMVR VLM w/ SG OnlyVLM=Gemini 2.5 Flash Lite2025.1179.8
Multi-Frame VLM w/ SGVLM=Gemini 2.5 Flash2025.1177.8
Socratic LLM w/ SGVLM=Gemini 2.5 Flash Lite2025.1177.5
Socratic LLM w/ SGVLM=Gemini 2.5 Flash2025.1176.7
Multi-Frame VLMVLM=Gemini 2.5 Flash Lite2025.1171.7
Multi-Frame VLMVLM=Gemini 2.5 Flash2025.1169.4
Multi-Frame VLMVLM=Grok 4 Fast2025.1168.7