📊 Papers with Code - SOTA Evolution Visualizer

Navigate through ML tasks and datasets to visualize the evolution of state-of-the-art models over time.

Optimized for low memory usage - data is loaded on-demand from disk
💾 Disk-Based Storage Active
• 2253 tasks indexed
• 3460 unique metrics tracked
• Data loaded on-demand to minimize RAM usage
Select Task
Categories (info only)
Select Dataset
Select Metric

👆 Please select a task to begin

📖 How to Use

  1. Select a Task from the first dropdown
  2. Select a Dataset to analyze
  3. Select a Metric to visualize
  4. The plot shows SOTA model evolution over time with dynamically calculated dates

💾 Memory Optimization

  • Data is stored on disk and loaded on-demand
  • Only the current task and dataset are kept in memory
  • Use "Clear Memory" button if needed
  • Infinite disk space is utilized for permanent caching

🎨 Plot Features

  • 🔵 Cyan dots: SOTA models when released
  • ⚪ Gray dots: Other models
  • 📈 Cyan line: SOTA progression
  • 🔍 Hover: View model details
  • 🏷️ Smart Labels: SOTA model labels positioned close to the line with intelligent collision detection