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Multimodal Understanding on SEED-2-Plus

81.1Accuracy

VLSI-2B

Updated 3d ago

Evaluation Results

Method
VLSI-2B 2024.12	81.1	-
Qwen2.5-VL-7B-Masters 2025.12	75.9	-
Masters 2025.12	75.9	-
InternVL3.5-8B-Masters 2025.12	75.5	-
Masters 2025.12	75.5	-
Qwen3-VL-8B-Masters 2025.12	75.1	-
Masters 2025.12	75.1	-
InternVL3-8B-Masters 2025.12	75	-
Masters 2025.12	75	-
VLSI-7B 2024.12	74.9	-
GLM-4.5V 2025.12	74	-
GPT-4.1 2025.12	73.1	-
Qwen2.5-VL-72B 2025.12	73	-
Qwen3-VL-4B-Masters 2025.12	72.9	-
Qwen3-VL-32B 2025.12	72.8	-
MiMo-VL-8B 2025.12	72.4	-
Qwen2-VL-72B 2024.12	72.3	-
Qwen2.5-VL-3B-Masters 2025.12	72.1	-
GPT-4o 2025.12	72	-
InternVL3-78B 2025.12	71.9	-
GLM-4.1V-9B 2025.12	71.8	-
Claude3.5-Sonnet 2024.12	71.7	-
Claude-3.5-Sonnet 2025.12	71.7	-
InternVL3.5-2B-Masters 2025.12	71.6	-
InternVL3.5-4B-Masters 2025.12	71.4	-
InternVL3.5-38B 2025.12	71	-
Gemini-1.5-Pro 2024.12	70.8	-
GPT-4o (0806) 2024.12	70.8	-
Qwen3-VL-8B 2025.12	70.8	-
InternVL3.5-8B 2025.12	70.8	-
Gemini-1.5-Pro 2025.12	70.8	-
Ovis2-8B 2025.12	70.4	-
Qwen2.5-VL-7B 2025.12	70.4	-
Qwen3-VL-4B 2025.12	70.2	-
InternVL2-76B 2024.12	70	-
InternVL3-8B 2025.12	69.7	-
fp16 2026.02	69.4	-
InternVL3.5-4B 2025.12	69.4	-
Qwen3-VL-2B-Masters 2025.12	69.4	-
GPT-4V (0409) 2024.12	69.3	-
Ovis2-4B 2025.12	69.3	-
LLaVA-OneVision-1.5-8B 2025.12	69.2	-
LLaVA-OneVision-1.5-4B 2025.12	68.9	-
Phi-4-Multimodal-5.6B 2025.12	68.5	-
NVLM-D-72B 2024.12	68.4	-
NVLM-72B 2025.12	68.4	-
LLaMA-3.2-Vision 2024.12	68.2	-
InternVL3.5-2B 2025.12	68	-
MiniCPM-o2.6-8B 2025.12	67.9	-
Keye-VL-8B 2025.12	67.8	-
InternVL3-2B-Masters 2025.12	67.8	-
Qwen2.5-VL-3B 2025.12	67.6	-
Claude-3.7-Sonnet 2025.12	67.6	-
Molmo-72B 2025.12	67.6	-
Ovis2-2B 2025.12	67.4	-
RTN 2026.02	66.5	-
MBQ 2026.02	66.5	-
Qwen3-VL-2B 2025.12	66.4	-
TLQ 2026.02	66.3	-
MiniCPM-V2.6-8B 2025.12	65.7	-
Phantom-7B 2024.12	65.5	-
LLaVA-OneVision-7B 2025.12	65.4	-
SmoothQuant 2026.02	65.3	-
Cambrian-34B 2024.12	65.1	-
fp16 2026.02	64.8	-
InternVL3-2B 2025.12	64.6	-
TLQ 2026.02	64.3	-
SmoothQuant 2026.02	63.2	-
Aquila-VL-2B 2025.12	63	-
TLQ 2026.02	62.8	-
RTN 2026.02	62.7	-
RTN 2026.02	62.4	-
MBQ 2026.02	62.4	-
fp16 2026.02	62.3	-
MBQ 2026.02	62.3	-
Phi-3.5-Vision-4B 2025.12	62.2	-
SmoothQuant 2026.02	61.4	-
TLQ 2026.02	60.7	-
RTN 2026.02	60.4	-
SmoothQuant 2026.02	60	-
MBQ 2026.02	60	-
TLQ 2026.02	57.7	-
RTN 2026.02	57.4	-
MBQ 2026.02	57.3	-
Phantom-1.8B 2024.12	57.1	-
TLQ 2026.02	54.9	-
MBQ 2026.02	54.8	-
RTN 2026.02	53.7	-
fp16 2026.02	52.9	-
SmoothQuant 2026.02	52.8	-
SmoothQuant 2026.02	51.5	-
SmoothQuant 2026.02	41.2	-
SmoothQuant 2026.02	37.3	-
RTN 2026.02	36.8	-
TLQ 2026.02	36.2	-
MBQ 2026.02	35.6	-
TLQ 2026.02	35.3	-
RTN 2026.02	29	-
MBQ 2026.02	19.4	-
LLaVA-onevision-7b 2026.02	-	64.8

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