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.
41–48 of 214
ground truth
Only CSS: Flex Breeze
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: Infinite Plug In
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: Text Slicer
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: Pulse Box
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: Codevember #5 Lightsaber
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: 3D Scan 2
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: Cry Baby
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout
ground truth
Only CSS: Peacock
model outputs
Gemini 3 Flash Preview
Qwen3-VL-8B-Instruct
GPT-5.4
Claude Sonnet 4.6
LLaMA 4 Scout