Reynier commited on
Commit
7478d6c
Β·
verified Β·
1 Parent(s): 0606b2b

Remove model comparison chart and recommendations section

Browse files
Files changed (1) hide show
  1. README.md +0 -26
README.md CHANGED
@@ -242,32 +242,6 @@ Training and evaluation notebooks in `notebooks/`:
242
 
243
  ---
244
 
245
- ## πŸ“ˆ Model Comparison
246
-
247
- ### Accuracy vs. Speed Trade-off
248
-
249
- ```
250
- High Accuracy β”‚ ModernBERT ⭐
251
- β”‚ DomBertUrl
252
- β”‚ Gemma LLaMA
253
- β”‚
254
- Medium β”‚ CNN
255
- β”‚ LABin
256
- β”‚ FANCI
257
- Low β”‚___________________________ Fast Inference
258
- 0ms 100ms 500ms 1000ms
259
- ```
260
-
261
- ### Use Case Recommendations
262
-
263
- - **Real-time DNS Monitoring:** ModernBERT (optimal balance)
264
- - **Ultra-low Latency:** CNN or FANCI (<1-15ms)
265
- - **Maximum Accuracy (offline):** Gemma 3 4B (95.4% precision)
266
- - **Best Generalization:** DomBertUrl (84.6% on unknown)
267
- - **Resource Constrained:** FANCI (traditional ML, no GPU)
268
-
269
- ---
270
-
271
  ## πŸ› οΈ Installation & Requirements
272
 
273
  ### Basic Requirements
 
242
 
243
  ---
244
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
245
  ## πŸ› οΈ Installation & Requirements
246
 
247
  ### Basic Requirements