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Inference Efficiency on Custom Efficiency Setup (640x480)

263.8GFLOPSAuroraEdge-V-2B
110.6761,144.2632,177.853,211.437Jan 23, 2026

Evaluation results

MethodLinks
AuroraEdge-V-2BHardware=NVIDIA GeForce RTX 3090, Input Resolution=640x480, Input Text Prompt=please describe the image.2026.01263.8—40
Qwen2-VL-2BHardware=NVIDIA GeForce RTX 3090, Input Resolution=640x480, Input Text Prompt=please describe the image.2026.011,645.4—116
Qwen2.5-VL-3BHardware=NVIDIA GeForce RTX 3090, Input Resolution=640x480, Input Text Prompt=please describe the image.2026.012,288.7—143
Intern2.5-VL-2BHardware=NVIDIA GeForce RTX 3090, Input Resolution=640x480, Input Text Prompt=please describe the image.2026.014,091.9—142