Update README.md

README.md

@@ -40,4 +40,259 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: cdla-permissive-2.0
+task_categories:
+- text-to-image
+- image-to-text
+- image-classification
+- reinforcement-learning
+language:
+- en
+tags:
+- Human
+- Preference
+- Coherence
+- Alignment
+- country
+- language
+- flux
+- midjourney
+- dalle3
+- stabeldiffusion
+- alignment
+- flux1.1
+- flux1
+- imagen3
+- aurora
+- lumina
+- recraft
+- recraft v2
+- ideogram
+- frames
+- OpenAI 4o
+- 4o
+- OpenAI
+- Seedream-3
+- seedream
+- Imagen-4
+- Google
+- Recraft v3
+size_categories:
+- 10K<n<100K
+pretty_name: Recraft v3 vs 4 Ultra 24.7.25 / Seedream 3 / Ideogram V2 / Recraft V2 / Lumina-15-2-25 / Frames-23-1-25
+  / Aurora / imagen-3 / Flux-1.1-pro / Flux-1-pro / Dalle-3 / Midjourney-5.2 / Stabel-Diffusion-3 / 4o
+  - Human Preference Dataset
 ---
+
+<style>
+
+.vertical-container {
+    display: flex;  
+    flex-direction: column;
+    gap: 60px;  
+}
+  
+.horizontal-container {
+    display: flex;  
+    flex-direction: row;
+    justify-content: center;
+    gap: 60px;  
+}
+
+.image-container img {
+  max-height: 250px; /* Set the desired height */
+  margin:0;
+  object-fit: contain; /* Ensures the aspect ratio is maintained */
+  width: auto; /* Adjust width automatically based on height */
+  box-sizing: content-box;
+}
+
+.image-container img.big {
+  max-height: 350px; /* Set the desired height */
+}
+
+
+.image-container {
+  display: flex; /* Aligns images side by side */
+  justify-content: space-around; /* Space them evenly */
+  align-items: center; /* Align them vertically */
+  gap: .5rem
+}
+
+  .container {
+    width: 90%;
+    margin: 0 auto;
+  }
+
+  .text-center {
+    text-align: center;
+  }
+
+  .score-amount {
+margin: 0;
+margin-top: 10px;
+  }
+
+  .score-percentage {Score: 
+    font-size: 12px;
+    font-weight: semi-bold;
+  }
+  
+</style>
+
+# Rapidata Recraft v3 Preference
+
+<a href="https://www.rapidata.ai">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/66f5624c42b853e73e0738eb/jfxR79bOztqaC6_yNNnGU.jpeg" width="400" alt="Dataset visualization">
+</a>
+
+This T2I dataset contains over ~400'000 human responses from over ~50'000 individual annotators, collected in less than 7h using the [Rapidata Python API](https://docs.rapidata.ai), accessible to anyone and ideal for large scale evaluation.
+Evaluating Recraft v3 (version from 24.7.2025) across three categories: preference, coherence, and alignment.
+
+Explore our latest model rankings on our [website](https://www.rapidata.ai/benchmark).
+
+If you get value from this dataset and would like to see more in the future, please consider liking it ❤️
+
+To add your own model to the benchmark send us an e-mail at: jason@rapidata.ai
+
+## Overview
+
+The evaluation consists of 1v1 comparisons between Recraft v3 (version from 24.7.2025) and 18 other models: 
+- 4o
+- Flux-1-pro
+- Flux-1.1-pro
+- imagen 4 ultra
+- Aurora
+- Imagen-3
+- DALL-E 3
+- Midjourney-5.2
+- Frames-23-1-25
+- Stable Diffusion 3
+- Janus-7b.
+- hidream-l1-full
+- Recraft V2
+- Ideogram V2
+- halfmoon-4-4-25
+- Lumina-15-2-25
+- Imagen 4 Ultra 20.5.25
+- Imagen 4 Ultra 24.7.25
+
+## Alignment
+
+The alignment score quantifies how well an video matches its prompt. Users were asked: "Which image matches the description better?".
+
+<div class="vertical-container">
+  <div class="container">
+   <div class="text-center">
+      <q>A device consisting of a circular canopy of cloth on a folding metal frame supported by a central rod, used as protection against rain or sometimes sun.</q>
+    </div>
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Recraft v3 </h3>
+        <div class="score-percentage">Score: 100%</div>
+        <img style="border: 5px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/F4s5H4PiV_-dagyacaiFr.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Janus 7b </h3>
+        <div class="score-percentage">Score: 0%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/tFGWSjlnS8W7w4yH9f71Q.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+
+  <div class="container">
+   <div class="text-center">
+      <q>A brown toilet with a white wooden seat .</q>
+    </div>
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Recraft v3 </h3>
+        <div class="score-percentage">Score: 0%</div>
+        <img  src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/n00lh_XkDThrxrd2Nlr8g.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Stable Diffusion 3 </h3>
+        <div class="score-percentage">Score: 100%</div>
+        <img style="border: 5px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/rk2iBGCpVuCf2SWQoWDyR.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+</div>
+
+## Coherence
+
+The coherence score measures whether the generated video is logically consistent and free from artifacts or visual glitches. Without seeing the original prompt, users were asked: "Which image has **more** glitches and is **more** likely to be AI generated?"
+
+<div class="vertical-container">
+  <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Recraft v3 </h3>
+        <div class="score-percentage">Glitch Rating: 0%</div>
+        <img style="border: 5px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/CADQvkJBqne_sbfqm0MPF.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Stable Diffusion 3 </h3>
+        <div class="score-percentage">Glitch Rating: 100%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/c7t-Nak8NGA-LAV4rlN0P.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+
+   <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Recraft v3 </h3>
+        <div class="score-percentage">Glitch Rating: 100%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/zTf7fXlzQAySORzUiV0LJ.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Imagen 3 </h3>
+        <div class="score-percentage">Glitch Rating: 0%</div>
+        <img style="border: 5px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/49S2xgqyqgZjBtoc6eaGY.jpeg" width=500>
+      </div>
+    </div>
+  </div>   
+</div>
+
+## Preference
+
+The preference score reflects how visually appealing participants found each image, independent of the prompt. Users were asked: "Which image do you prefer?"
+
+<div class="vertical-container">
+  <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Recraft v3 </h3>
+        <div class="score-percentage">Score: 100%</div>
+        <img style="border: 5px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/kB_ldhmftj7xf0R4RMQwE.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Lumina-15-2-25</h3>
+        <div class="score-percentage">Score: 0%</div>
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/bisy3ru4WA8_KNC5cPHCB.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+
+   <div class="container">
+    <div class="image-container">
+      <div>
+        <h3 class="score-amount">Recraft v3 </h3>
+        <div class="score-percentage">Score: 0%</div>
+        <img  src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/E9AB5ihYHE-0n2D2sp_2z.jpeg" width=500>
+      </div>
+      <div>
+        <h3 class="score-amount">Flux 1 Pro </h3>
+        <div class="score-percentage">Score: 100%</div>
+        <img style="border: 5px solid #18c54f;" src="https://cdn-uploads.huggingface.co/production/uploads/672b7d79fd1e92e3c3567435/hisW7cK98yx5miz6FcwOg.jpeg" width=500>
+      </div>
+    </div>
+  </div>
+</div>
+
+## About Rapidata
+
+Rapidata's technology makes collecting human feedback at scale faster and more accessible than ever before. Visit [rapidata.ai](https://www.rapidata.ai/) to learn more about how we're revolutionizing human feedback collection for AI development.
+
+