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Multimodal Classification on CrisisMMD

72.33BC Accuracy

MG2-RAG

Updated 1mo ago

Evaluation Results

Method	Links
MG2-RAG 2026.04		72.33	50.34	50.83	57.83
MG2-RAG 2026.04		72.3	56.1	56.7	61.7
MG2-RAG 2026.04		72.28	52.3	52.79	59.12
Gemini-3.1-Pro 2026.04		71.3	49.36	49.79	56.82
MG2-RAG 2026.04		71.03	46.45	47.25	54.91
GPT-5.2 2026.04		71	53	53.6	59.2
Qwen2.5-VL-7B 2026.04		70.45	41.44	42.33	51.41
Qwen3.5-27B 2026.04		69.83	48.82	49.35	56
MG2-RAG 2026.04		69.69	51.1	51.59	57.46
VaLiK 2026.04		68.9	50.02	50.69	56.54
VaLiK 2026.04		68.89	49.78	49.31	55.99
MMGraphRAG 2026.04		68.4	44.03	44.66	50.94
LightRAG 2026.04		67.49	45.11	45.94	52.85
BLIP-2 2026.04		61.29	40.86	40.72	47.62
LLaVA-34B 2026.04		56.44	25.15	25.07	35.55
CLIP ViT-L/14 2026.04		43.36	17.88	20.79	27.34