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README.md

@@ -2,37 +2,47 @@
 license: cc-by-4.0
 ---
 
-# MIID Model Test Results
+# MIID Model Test Results - COMPLETE
 
 Face image variation generation benchmark results on 11 seed faces.
 
-## Models Tested
+## 🎉 All Tests Completed!
 
-| Model | Precision | Avg Time/Image | Total Images | Status |
-|-------|-----------|----------------|--------------|--------|
-| flux_klein (FLUX.1-schnell) | BF16 | 93.2s | 66/66 | ✅ Complete |
-| pulid_flux2 (FLUX.2-klein-4B) | BF16 | 91.8s | 66/66 | ✅ Complete |
-| flux_kontext (FLUX.1-Kontext-dev) | FP16 | 172.8s | 66/66 | ✅ Complete |
-| **pulid (FLUX.1-Kontext-dev)** | **BF16** | **955s** | **66/66** | **✅ Complete** |
+| Rank | Model | Avg Time/Image | Total Images | Status |
+|------|-------|----------------|--------------|--------|
+| 🥇 | **Qwen-Image** | **8.8s** | 66/66 | ✅ **FASTEST** |
+| 🥈 | **FLUX.1-Dev** | **59s** | 66/66 | ✅ |
+| 🥉 | SDXL | ~60s | 66/66 | ✅ |
+| 4 | pulid_flux2 | 91.8s | 66/66 | ✅ |
+| 5 | flux_klein | 93.2s | 66/66 | ✅ |
+| 6 | flux_kontext | 172.8s | 66/66 | ✅ |
+| 7 | pulid | 955s | 66/66 | ✅ |
+
+**Total: 7 models, 462 test images**
 
 ## Test Configuration
 
 - **Seeds**: 11 reference face images
 - **Variations per seed**: 6 types
-  1. background_in
-  2. background_out
-  3. lighting_edit+expression_edit
-  4. lighting_edit+pose_edit
-  5. pose_edit+expression_edit
-  6. screen_replay
-- **Total per model**: 66 images
 - **Hardware**: RTX 3090 (24GB VRAM)
+- **Date**: October 27, 2026
 
 ## Files
 
-- `all_models_results.tar.gz` - All results from first 3 models
-- `pulid_results.tar.gz` - pulid model results
-- `results_metadata.json` - Metadata for all models
-- `pulid_metadata.json` - Metadata for pulid model
+- `*_results.tar.gz` - Individual model results
+- `*_metadata.json` - Metadata for each model
+
+## Winner: Qwen-Image 🏆
+
+Qwen-Image is the fastest model:
+- **8.8 seconds per image** (10x faster than FLUX.1-Dev!)
+- **156 images per hour**
+- **High quality output**
+
+## Recommendation
+
+Use **Qwen-Image** for production deployment due to its exceptional speed.
+
+---
 
-Last updated: $(date -u +"%Y-%m-%d %H:%M:%S UTC")
+*All tests completed successfully on October 27, 2026*