animation2code benchmark

animation2code benchmark

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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.

73–80 of 214

ground truth

Single Element Spinner

model outputs

Gemini 3 Flash Preview

A 0.73T 0.26

Qwen3-VL-8B-Instruct

A 0.92T 0.28

GPT-5.4

A 0.90T 0.31

Claude Sonnet 4.6

A 0.92T 0.35

LLaMA 4 Scout

A 0.40T 0.10

ground truth

Single Element Spinner

model outputs

Gemini 3 Flash Preview

A 0.91T 0.30

Qwen3-VL-8B-Instruct

A 0.92T 0.17

GPT-5.4

A 0.93T 0.32

Claude Sonnet 4.6

A 0.94T 0.33

LLaMA 4 Scout

A 0.93T 0.31

ground truth

Single Element Spinner

model outputs

Gemini 3 Flash Preview

A 0.80T 0.33

Qwen3-VL-8B-Instruct

A 0.86T 0.27

GPT-5.4

A 0.92T 0.34

Claude Sonnet 4.6

A 0.92T 0.32

LLaMA 4 Scout

A 0.84T 0.28

ground truth

Single Element Spinner

model outputs

Gemini 3 Flash Preview

A 0.77T 0.23

Qwen3-VL-8B-Instruct

A 0.91T 0.29

GPT-5.4

A 0.94T 0.31

Claude Sonnet 4.6

A 0.89T 0.28

LLaMA 4 Scout

A 0.91T 0.27

ground truth

Single Element Spinner

model outputs

Gemini 3 Flash Preview

A 0.80T 0.28

Qwen3-VL-8B-Instruct

A 0.75T 0.18

GPT-5.4

A 0.88T 0.31

Claude Sonnet 4.6

A 0.92T 0.28

LLaMA 4 Scout

A 0.83T 0.28

ground truth

Single Element Spinner

model outputs

Gemini 3 Flash Preview

A 0.88T 0.25

Qwen3-VL-8B-Instruct

A 0.77T 0.22

GPT-5.4

A 0.86T 0.30

Claude Sonnet 4.6

A 0.90T 0.31

LLaMA 4 Scout

A 0.82T 0.30

ground truth

Google+ Jingle

model outputs

Gemini 3 Flash Preview

A 0.81T 0.24

Qwen3-VL-8B-Instruct

A 0.51T 0.33

GPT-5.4

A 0.81T 0.26

Claude Sonnet 4.6

A 0.82T 0.26

LLaMA 4 Scout

A 0.67T 0.22

ground truth

Nice spinny stuff

model outputs

Gemini 3 Flash Preview

A 0.90T 0.11

Qwen3-VL-8B-Instruct

A 0.77T 0.11

GPT-5.4

A 0.85T 0.32

Claude Sonnet 4.6

A 0.93T 0.31

no output

LLaMA 4 Scout

A —T —

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