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README.md

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----
-dataset_info:
-  features:
-  - name: task_id
-    dtype: string
-  - name: origin
-    dtype: image
-  - name: origin_white
-    dtype: image
-  - name: ours
-    dtype: image
-  - name: leader
-    dtype: image
-  - name: winner
-    dtype: string
-  - name: ours_penalty
-    dtype: float64
-  - name: leader_penalty
-    dtype: float64
-  - name: gen_time
-    dtype: float64
-  - name: issues
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 282913690
-    num_examples: 124
-  download_size: 282665196
-  dataset_size: 282913690
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
----
+# Benchmark Results: v2.1.0
+
+## Overview
+- **Round:** 11
+- **Test Name:** v2.1.0
+- **Timestamp:** 2026-01-07 08:16:53
+
+## Summary
+
+| Metric | Value |
+|--------|-------|
+| Total Tasks | 128 |
+| Total Judged | 124 |
+| Skipped | 0 |
+| Gen Failed | 0 |
+| Render Failed | 0 |
+| Judge Failed | 4 |
+
+## Results
+
+| Result | Count |
+|--------|-------|
+| 🏆 **WINS** | 4 |
+| 🤝 DRAWS | 69 |
+| ❌ LOSSES | 51 |
+
+## Performance
+
+| Metric | Value |
+|--------|-------|
+| **Win Rate** | 3.2% |
+| **Margin** | -37.9% |
+| **Avg Gen Time** | 22.38s |
+
+## Methodology
+
+- **Judge Model:** thudm/glm-4.1v-9b-thinking (via OpenRouter)
+- **Position-Balanced:** 2 passes with swapped order to avoid position bias
+- **Penalty Scale:** 0 (perfect) to 10 (completely wrong)
+- **Winner:** Lower average penalty wins (draw if difference ≤ 1)
+
+## Files
+
+- `benchmark_v2.1.0.json` - Full benchmark results
+- `*/ours.png` - Our rendered 3D models
+- `*/leader.png` - Leader's rendered 3D models
+- `*/origin.png` - Original prompt images