Multimodal Retrieval-Augmented Generation on MRAG

70.8Score

PolarMem

Updated 15d ago

Evaluation Results

Method	Links
PolarMem 2026.01		70.8
PolarMem 2026.01		66.9
PolarMem 2026.01		65.4
ViLoMem 2026.01		65.1
ViLoMem 2026.01		64.9
PolarMem 2026.01		64.2
PolarMem 2026.01		62.8
QWEN2.5-VL-32B 2026.01		62.1
PolarMem 2026.01		61.9
Vanilla RAG 2026.01		61.4
ViLoMem 2026.01		61.3
QWEN2.5-VL-7B 2026.01		60.7
ViLoMem 2026.01		60.4
Vanilla RAG 2026.01		58.9
ViLoMem 2026.01		58.6
InternVL-3.5-8B 2026.01		58.5
Vanilla RAG 2026.01		58
Vanilla RAG 2026.01		57
InternVL-3.5-4B 2026.01		56.8
PolarMem 2026.01		55.9
Vanilla RAG 2026.01		55.7
ViLoMem 2026.01		55.6
DeepSeek-VL2 2026.01		54.9
ImageRAG 2025.04		52.55
UniversalRAG (Qwen3-VL-2B-Instruct) 2025.04		52.55
Oracle 2025.04		52.55
ViLoMem 2026.01		52.3
Vanilla RAG 2026.01		52
LLaVA-Next-Llama-3-8B 2026.01		51.5
DeepSeek-VL2-Small 2026.01		48.2
Vanilla RAG 2026.01		48
PolarMem 2026.01		41
ViLoMem 2026.01		36.9
Vanilla RAG 2026.01		24.3
LLaVA-Next-Mistral-7B 2026.01		23.5