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.

201–208 of 214

ground truth

Wavy Loading Animations

model outputs

Gemini 3 Flash Preview

A 0.66T 0.45

Qwen3-VL-8B-Instruct

A 0.38T 0.36

GPT-5.4

A 0.71T 0.43

Claude Sonnet 4.6

A 0.71T 0.23

LLaMA 4 Scout

A 0.57T 0.17

ground truth

Wavy Loading Animations

model outputs

Gemini 3 Flash Preview

A 0.79T 0.35

Qwen3-VL-8B-Instruct

A 0.67T 0.23

GPT-5.4

A 0.61T 0.21

Claude Sonnet 4.6

A 0.78T 0.21

LLaMA 4 Scout

A 0.64T 0.00

ground truth

Wavy Loading Animations

model outputs

Gemini 3 Flash Preview

A 0.77T 0.17

Qwen3-VL-8B-Instruct

A 0.57T 0.11

GPT-5.4

A 0.89T 0.14

Claude Sonnet 4.6

A 0.79T 0.15

LLaMA 4 Scout

A 0.69T 0.15

ground truth

Wavy Loading Animations

model outputs

Gemini 3 Flash Preview

A 0.75T 0.21

Qwen3-VL-8B-Instruct

A 0.66T 0.33

GPT-5.4

A 0.92T 0.30

Claude Sonnet 4.6

A 0.69T 0.25

LLaMA 4 Scout

A 0.58T 0.27

ground truth

Animated Concepts #3

model outputs

Gemini 3 Flash Preview

A 0.81T 0.31

Qwen3-VL-8B-Instruct

A 0.51T 0.30

GPT-5.4

A 0.87T 0.29

Claude Sonnet 4.6

A 0.89T 0.25

LLaMA 4 Scout

A 0.69T 0.25

ground truth

Animated Concepts #3

model outputs

Gemini 3 Flash Preview

A 0.90T 0.26

Qwen3-VL-8B-Instruct

A 0.62T 0.12

GPT-5.4

A 0.79T 0.19

Claude Sonnet 4.6

A 0.85T 0.23

LLaMA 4 Scout

A 0.63T 0.19

ground truth

Animated Concepts #3

model outputs

Gemini 3 Flash Preview

A 0.84T 0.29

no output

Qwen3-VL-8B-Instruct

A —T —

GPT-5.4

A 0.95T 0.21

Claude Sonnet 4.6

A 0.85T 0.22

LLaMA 4 Scout

A 0.61T 0.27

ground truth

Animated Concepts #3

model outputs

Gemini 3 Flash Preview

A 0.63T 0.22

Qwen3-VL-8B-Instruct

A 0.39T 0.20

GPT-5.4

A 0.76T 0.28

Claude Sonnet 4.6

A 0.68T 0.27

LLaMA 4 Scout

A 0.49T 0.13

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