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Multimodal Understanding on SEED Bench Img

77SEEDB Score

Qwen2.5-VL

Updated 3d ago

Evaluation Results

Method	Links
Qwen2.5-VL 2026.01		77
LLaVA-OneVision 2026.01		76.7
Molmo 2026.01		74.6
PaliGemma 2026.01		71.5
SmolVLM2 2026.01		71.3
LLaVA-NeXT 2026.01		69.6
Gemma3-4b-it 2026.01		65.5
LLaVA-1.5 2026.01		60.1
LLaVA-AIMv2 2026.01		59.5
LLaVA-AIMv2-2D-RoPE 2026.01		58.6
LLaVA-2D-RoPE 2026.01		58.5
LLaVA-SigLIP 2026.01		56.7
LLaVA-SigLIP2 2026.01		54.8
LLaVA-SigLIP-2D-RoPE 2026.01		54.5
LLaVA-SigLIP2-2D-RoPE 2026.01		52.7
TokenFlow-XL 2024.12		0.726
ShareGPT4V 2024.12		0.697
Chameleon 2024.12		0.696
TokenFlow-XL 2024.12		0.687
EMU3 2024.12		0.682
LLaVA-1.5 2024.12		0.681
Janus 2024.12		0.637
TokenFlow-L 2024.12		0.626
TokenFlow-B 2024.12		0.604
VILA-U 2024.12		0.59
InstructBLIP 2024.12		0.588
Qwen-VL-Chat 2024.12		0.577
NEXT-GPT 2024.12		0.575
VILA-U 2024.12		0.563
SEED-LLAMA 2024.12		0.537
BLIP-2 2024.12		0.464
LWM 2024.12		0.096