Zero-shot video (or image-frame) → code results on the test set, across commercial and open-source models.
Each output is tagged with A = appearance similarity and T = temporal similarity; higher is better for both. Click a video to inspect its code.
57–64 of 214
ground truth
Only CSS: Love
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: Planet Ring
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
SVG Tools
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
CirclePath 1 v4 Loading Animation
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Retro Sine Wave 〰
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
background wave animation
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
the deep blue (waves)
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Animated Radio Waves
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout