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Multimodal Understanding on SEED

82.6Accuracy

InternVL3-8B-Masters

Updated 3d ago

Evaluation Results

Method
InternVL3-8B-Masters 2025.12	82.6	-
Masters 2025.12	82.6	-
SPHINX-Tiny 2024.09	82.2	-
Qwen2.5-VL-7B-Masters 2025.12	81.8	-
Masters 2025.12	81.8	-
Qwen3-VL-8B-Masters 2025.12	81.7	-
Masters 2025.12	81.7	-
Qwen3-VL-4B-Masters 2025.12	81.5	-
InternVL3.5-8B-Masters 2025.12	81.4	-
Masters 2025.12	81.4	-
Qwen3-VL-32B 2025.12	79.9	-
Qwen2.5-VL-72B 2025.12	79.5	-
InternVL3.5-4B-Masters 2025.12	79.1	-
InternVL3.5-38B 2025.12	79.1	-
InternVL3.5-2B-Masters 2025.12	79	-
Qwen2.5-VL-3B-Masters 2025.12	78.8	-
InternVL3-78B 2025.12	78.7	-
Qwen3-VL-8B 2025.12	78.5	-
InternVL3-2B-Masters 2025.12	78.5	-
Qwen3-VL-4B 2025.12	78.4	-
Qwen3-VL-2B-Masters 2025.12	78.3	-
GPT-4.1 2025.12	78	-
LLaVA-OneVision-72B 2025.12	77.5	-
InternVL3.5-8B 2025.12	77.4	-
LLaVA-OneVision-1.5-8B 2025.12	77.3	-
Ovis2-8B 2025.12	77.2	-
GPT-4o 2024.09	77.1	-
InternVL3-8B 2025.12	77.1	-
GPT-4o 2025.12	77.1	-
Qwen2.5-VL-7B 2025.12	77	-
FastV 2024.12	76.81	99.84
InternVL2-26B 2024.12	76.78	100
SGP 2024.12	76.71	100.14
LLaVA-OneVision-7B 2025.12	76.7	-
LLaVA-OneVision-1.5-4B 2025.12	76.6	-
Ovis2-4B 2025.12	76.2	-
Qwen3-VL-2B 2025.12	76	-
Gemini-1.5-Pro 2025.12	76	-
LLaVA-NeXT-34B 2024.09	75.9	-
SGP 2024.12	75.72	98.36
ToMe 2024.12	75.6	94.24
MiniCPM-o2.6-8B 2025.12	75.5	-
NVLM-72B 2025.12	75.5	-
Cambrian-34B 2024.09	75.3	-
InternVL3.5-4B 2025.12	75.2	-
InternVL3.5-2B 2025.12	75.2	-
MM1.5-30B 2024.09	75	-
InternVL3-2B 2025.12	75	-
Molmo-72B 2025.12	74.6	-
Ovis2-2B 2025.12	74.4	-
Claude-3.7-Sonnet 2025.12	74.3	-
MiniCPM-V2.6-8B 2025.12	74	-
Qwen2.5-VL-3B 2025.12	74	-
Aquila-VL-2B 2025.12	73.9	-
ToMe 2024.12	73.84	85.2
BLIP3o-4B 2026.02	73.8	-
MM1.5-7B 2024.09	73.4	-
MM1.5-3B-MoE 2024.09	73.3	-
Phi-4-Multimodal-5.6B 2025.12	73.2	-
AIMv2 2024.11	72.9	-
ILLUME 2024.12	72.9	-
AIMv2 2024.11	72.7	-
Bunny 2024.09	72.5	-
MM1.5-3B 2024.09	72.4	-
SGP 2024.12	72.23	89.58
BLIP-3 2024.09	72.2	-
MM1-30B 2024.09	72.1	-
AIMv2 2024.11	72.1	-
Phi-3-Vision-4B 2024.09	71.8	-
AIMv2 2024.11	71.8	-
FastV 2024.12	71.64	88.28
InternVL2-2B 2024.12	71.62	87.25
GPT-4V 2024.09	71.6	-
MM1.5-1B-MoE 2024.09	71.4	-
InternVL2-2B 2024.09	70.9	-
JanusFlow 2026.02	70.5	-
MM1.5-1B 2024.09	70.2	-
LLaVA-NeXT-7B 2024.09	70.2	-
OpenAI CLIP 2024.11	70.1	-
MM1-7B 2024.09	69.9	-
ShareGPT4V 2024.12	69.7	-
Phi-3.5-Vision-4B 2025.12	69.7	-
Mobile-O-0.5B 2026.02	69.4	-
FastVLM-0.5B 2026.02	69.3	-
DINOv2 2024.11	68.9	-
MM1-3B 2024.09	68.8	-
Emu3-Chat 2024.12	68.2	-
EMU3-8B 2026.02	68.2	-
VILA1.5-3B 2024.09	67.9	-
MiCo-Chat-7B 2024.06	67.7	-
SigLIP 2024.11	67.5	-
MiniCPM-V 2.0-3B 2024.09	67.1	-
SigLIP 2024.11	66.8	-
LLaVA-1.5-7B 2024.12	66.1	-
MM1-1B 2024.09	65.6	-
LLaVAOne Vision-0.5B 2024.09	65.5	-
LLaVa-OV 2026.02	65.5	-
ToMe 2024.12	65.19	54.28
Dynamic-LLaVA-7B† 2024.12	65	-
LLaVA-NeXT 2024.12	64.7	-

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