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Condition Rating on BridgeEQA fewer than 30 images

81.8Condition Rating Accuracy (±1)Multi-Frame VLM
20.85636.67852.568.322Nov 16, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Multi-Frame VLMVLM Backbone=Qwen3-VL 8B-Thinking2025.1181.8
EMVR VLM w/ SG OnlyVLM Backbone=Qwen3-VL 8B-Thinking2025.1181.8
EMVR VLM w/ SG OnlyVLM Backbone=Qwen3-VL 30B-A3B2025.1176.8
Socratic LLM w/ SGVLM Backbone=Qwen3-VL 8B-Thinking2025.1172.7
EMVR VLM w/ SG OnlyVLM Backbone=Nemotron-3 Nano-30B-A3B2025.1170.7
Multi-Frame VLMVLM Backbone=Nemotron-3 Nano-30B-A3B2025.1158.5
Socratic LLM w/ SGVLM Backbone=Nemotron-3 Nano-30B-A3B2025.1148.8
Socratic LLM w/ SGVLM Backbone=Qwen3-VL 30B-A3B2025.1130.5
Multi-Frame VLMVLM Backbone=Qwen3-VL 30B-A3B2025.1123.2