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.

89–96 of 214

ground truth

CSS3 loading animations

model outputs

Gemini 3 Flash Preview

A 0.83T 0.27

Qwen3-VL-8B-Instruct

A 0.70T 0.12

GPT-5.4

A 0.83T 0.25

Claude Sonnet 4.6

A 0.65T 0.24

LLaMA 4 Scout

A 0.56T 0.07

ground truth

CSS3 loading animations

model outputs

Gemini 3 Flash Preview

A 0.86T 0.26

Qwen3-VL-8B-Instruct

A 0.53T 0.19

GPT-5.4

A 0.85T 0.38

Claude Sonnet 4.6

A 0.88T 0.27

LLaMA 4 Scout

A 0.69T 0.21

ground truth

CSS3 loading animations

model outputs

Gemini 3 Flash Preview

A 0.87T 0.14

Qwen3-VL-8B-Instruct

A 0.72T 0.28

GPT-5.4

A 0.82T 0.22

Claude Sonnet 4.6

A 0.86T 0.25

LLaMA 4 Scout

A 0.54T 0.31

ground truth

CSS3 loading animations

model outputs

Gemini 3 Flash Preview

A 0.84T 0.28

Qwen3-VL-8B-Instruct

A 0.78T 0.31

GPT-5.4

A 0.90T 0.27

Claude Sonnet 4.6

A 0.82T 0.32

LLaMA 4 Scout

A 0.78T 0.18

ground truth

CSS3 loading animations

model outputs

Gemini 3 Flash Preview

A 0.88T 0.33

Qwen3-VL-8B-Instruct

A 0.80T 0.18

GPT-5.4

A 0.85T 0.11

Claude Sonnet 4.6

A 0.86T 0.22

LLaMA 4 Scout

A 0.82T 0.19

ground truth

Spinners using Font Icons

model outputs

Gemini 3 Flash Preview

A 0.81T 0.15

Qwen3-VL-8B-Instruct

A 0.48T 0.29

GPT-5.4

A 0.91T 0.21

Claude Sonnet 4.6

A 0.85T 0.18

LLaMA 4 Scout

A 0.68T 0.23

ground truth

Spinners using Font Icons

model outputs

Gemini 3 Flash Preview

A 0.83T 0.35

Qwen3-VL-8B-Instruct

A 0.75T 0.34

GPT-5.4

A 0.89T 0.32

Claude Sonnet 4.6

A 0.83T 0.33

LLaMA 4 Scout

A 0.81T 0.28

ground truth

Spinners using Font Icons

model outputs

Gemini 3 Flash Preview

A 0.79T 0.34

Qwen3-VL-8B-Instruct

A 0.62T 0.19

GPT-5.4

A 0.82T 0.32

Claude Sonnet 4.6

A 0.83T 0.32

LLaMA 4 Scout

A 0.55T 0.27

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