File size: 769 Bytes
640abf8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
{
  "benchmark_name": "HexaMind Hallucination Benchmark",
  "version": "1.0.0",
  "source": "TruthfulQA (817 questions \u00d7 2 = 1634 Q-A pairs)",
  "total_samples": 1634,
  "splits": {
    "pattern_detectable": {
      "count": 99,
      "percentage": 6.1,
      "hexamind_accuracy": 91.92,
      "description": "Questions with strong linguistic markers detectable without factual knowledge"
    },
    "knowledge_required": {
      "count": 1535,
      "percentage": 93.9,
      "description": "Questions requiring factual verification"
    }
  },
  "baseline_results": {
    "HexaMind-S21": {
      "type": "Zero-Parameter Topological",
      "parameters": 0,
      "pattern_detectable_accuracy": 91.92,
      "latency_ms": 0.1,
      "cost_per_1k": 0.0
    }
  }
}