List your company

Multi-image Understanding on MIRB (test)

60.8AccuracyQwen2VL-7B
23.56833.23442.952.566Jan 12, 2026

Evaluation results

MethodLinks
Qwen2VL-7B2026.0160.8
InternVL2-Llama3-76B2026.0158.2
GPT-4V2026.0153.1
attention-masking strategybackbone=LLaVA-OV-7B, attention masking=true2026.0151
InternVL2-8B2026.0148.6
LLaVA-OV-7B2026.0147.2
Qwen2VL-2B2026.0145.9
procedural data-generation strategybackbone=LLaVA-OV-0.5B, attention masking=false2026.0132.8
LLaVA-OV-0.5B2026.0131.8
LLaVA-v1.5-7B2026.0128.5
attention-masking strategybackbone=LLaVA-OV-0.5B, attention masking=true2026.0128.5
InternVL2-2B2026.0125