Epoch 190: 67.00%

README.md

@@ -25,7 +25,7 @@ model-index:
       type: cifar100
     metrics:
     - type: accuracy
-      value: 66.79
+      value: 67.00
       name: Test Accuracy
       verified: false
 ---
@@ -36,7 +36,7 @@ model-index:
 
 🚧 **Training in Progress** 🚧
 
-Current Status: Epoch 180/200
+Current Status: Epoch 190/200
 
 ---
 
@@ -44,19 +44,19 @@ Current Status: Epoch 180/200
 
 | Metric | Value |
 |--------|-------|
-| **Best Test Accuracy** | **66.79%** |
-| **Best Epoch** | 180 |
-| **Current Train Accuracy** | 65.58% |
-| **Current Test Accuracy** | 66.79% |
-| **Current α (Cantor param)** | 0.4424 |
+| **Best Test Accuracy** | **67.00%** |
+| **Best Epoch** | 190 |
+| **Current Train Accuracy** | 61.47% |
+| **Current Test Accuracy** | 67.00% |
+| **Current α (Cantor param)** | 0.4425 |
 | **Total Parameters** | 45,161,489 |
-| **Training Time** | 1:02:49 |
+| **Training Time** | 1:06:19 |
 
 ### Comparison to State-of-the-Art
 
 | Model | Accuracy | Status |
 |-------|----------|--------|
-| **geo-beatrix (this model)** | **66.79%** | 🔄 Training |
+| **geo-beatrix (this model)** | **67.00%** | 🔄 Training |
 | vit-beatrix-dualstream | 66.0% | Vision Transformer + Cross-Entropy |
 | CLIP ViT-L/14 (zero-shot) | ~63-65% | 400M image-text pairs |
 | CLIP ViT-B/32 (zero-shot) | ~63.5% | Vision Transformer |
@@ -176,24 +176,25 @@ tensorboard_files = hf_hub_download(
 ## Training History
 
 ### Best Checkpoint
-- Epoch: 180
-- Train Acc: 65.58%
-- Test Acc: 66.79%
-- Alpha: 0.4424
-- Loss: 0.5093
+- Epoch: 190
+- Train Acc: 61.47%
+- Test Acc: 67.00%
+- Alpha: 0.4425
+- Loss: 0.5031
 
 ### Latest 5 Epochs
 
-- **Epoch 176**: Train 67.03%, Test 0.00%, α=0.4431, Loss=0.5142
-- **Epoch 177**: Train 65.41%, Test 0.00%, α=0.4428, Loss=0.5078
-- **Epoch 178**: Train 61.87%, Test 0.00%, α=0.4424, Loss=0.5063
-- **Epoch 179**: Train 63.01%, Test 0.00%, α=0.4420, Loss=0.5004
-- **Epoch 180**: Train 65.58%, Test 66.79%, α=0.4424, Loss=0.5093
+- **Epoch 186**: Train 65.21%, Test 0.00%, α=0.4426, Loss=0.5107
+- **Epoch 187**: Train 66.32%, Test 0.00%, α=0.4425, Loss=0.5147
+- **Epoch 188**: Train 63.06%, Test 0.00%, α=0.4425, Loss=0.4994
+- **Epoch 189**: Train 62.33%, Test 0.00%, α=0.4425, Loss=0.5007
+- **Epoch 190**: Train 61.47%, Test 67.00%, α=0.4425, Loss=0.5031
 
 ### Training Milestones
 - 🎯 **50% Accuracy** reached at epoch 45
 - 🎯 **60% Accuracy** reached at epoch 70
 - 🏆 **Beat vit-beatrix (66.0%)** at epoch 140
+- 🚀 **67% Accuracy** reached at epoch 190
 - 📊 **α ≥ 0.40** reached at epoch 10
 - 📊 **α ≥ 0.44** (near triadic equilibrium) at epoch 116