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.

17–24 of 214

ground truth

Motion Table - Orbit

model outputs

Gemini 3 Flash Preview

A 0.78T 0.34

no output

Qwen3-VL-8B-Instruct

A —T —

GPT-5.4

A 0.92T 0.34

Claude Sonnet 4.6

A 0.86T 0.30

LLaMA 4 Scout

A 0.63T 0.23

ground truth

Houdini Gradient Border Button

model outputs

Gemini 3 Flash Preview

A 0.94T 0.27

Qwen3-VL-8B-Instruct

A 0.86T 0.28

GPT-5.4

A 0.70T 0.24

Claude Sonnet 4.6

A 0.93T 0.27

LLaMA 4 Scout

A 0.36T 0.00

ground truth

Sequenced SplitText Animation

model outputs

Gemini 3 Flash Preview

A 0.93T 0.31

no output

Qwen3-VL-8B-Instruct

A —T —

GPT-5.4

A 0.93T 0.39

Claude Sonnet 4.6

A 0.80T 0.22

LLaMA 4 Scout

A 0.79T 0.19

ground truth

Rotating text

model outputs

no output

Gemini 3 Flash Preview

A —T —

Qwen3-VL-8B-Instruct

A 0.79T 0.31

GPT-5.4

A 0.92T 0.38

no output

Claude Sonnet 4.6

A —T —

LLaMA 4 Scout

A 0.86T 0.25

ground truth

Only CSS: Colorful Jewelry

model outputs

Gemini 3 Flash Preview

A 0.82T 0.18

Qwen3-VL-8B-Instruct

A 0.57T 0.27

GPT-5.4

A 0.76T 0.31

Claude Sonnet 4.6

A 0.87T 0.28

LLaMA 4 Scout

A 0.55T 0.14

ground truth

Camera following: Step8

model outputs

Gemini 3 Flash Preview

A 0.78T 0.36

Qwen3-VL-8B-Instruct

A 0.53T 0.29

GPT-5.4

A 0.84T 0.31

Claude Sonnet 4.6

A 0.84T 0.50

LLaMA 4 Scout

A 0.48T 0.00

ground truth

Only CSS: Joint Animation

model outputs

Gemini 3 Flash Preview

A 0.93T 0.42

Qwen3-VL-8B-Instruct

A 0.78T 0.37

GPT-5.4

A 0.90T 0.31

Claude Sonnet 4.6

A 0.85T 0.33

LLaMA 4 Scout

A 0.75T 0.39

ground truth

Only CSS: Joint Animation

model outputs

Gemini 3 Flash Preview

A 0.88T 0.44

Qwen3-VL-8B-Instruct

A 0.75T 0.28

GPT-5.4

A 0.87T 0.31

Claude Sonnet 4.6

A 0.85T 0.34

LLaMA 4 Scout

A 0.70T 0.45

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