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Summary

This PR fixes the scatter plot functionality where:

1. Zoom not working - Logo icons were using domain coordinates instead of data coordinates, causing them to not zoom/pan with the chart
2. 'Show all labels' not working - Labels were only shown for Pareto frontier points even when 'Show all labels' was enabled

Changes in leaderboard_transformer.py:

Fix 1: Proper zoom behavior

Changed from:

xref="x domain", yref="y domain"  # Fixed position - doesn't zoom with chart

To:

xref="x", yref="y"  # Data coordinates - zooms/pans with chart

Fix 2: Show all labels functionality

Added if show_all_labels: block at line 1309-1325 to show labels for all data points when enabled (not just Pareto frontier).

Testing

The fix was developed and tested on the staging space:
https://huggingface.co/spaces/OpenHands/openhands-index-staging

The branch swe/fix-scatter-zoom contains the same fixed code.

Merge Instructions

To merge this PR, either:

1. Click "Merge" on the PR page if you have permissions, or
2. Merge locally using:

   git fetch origin swe/fix-scatter-zoom
   git merge origin/swe/fix-scatter-zoom
   git push origin main