| { | |
| "model_type": "verantyx-hle", | |
| "architectures": ["VerantyxHLESolver"], | |
| "task": "humanity-last-exam", | |
| "approach": "rule-based-symbolic", | |
| "framework": "pure-python", | |
| "score": { | |
| "full_2500": "115/2500 = 4.6%", | |
| "method": "atom_cross + knowledge_match + cross_decompose" | |
| }, | |
| "llm": false, | |
| "neural_network": false, | |
| "pattern_detectors": false, | |
| "concept_boost": false, | |
| "mcq_strategy": "always_answer", | |
| "wrong_answer_penalty": false, | |
| "requirements": "Python 3.8+ (wikipedia API only)" | |
| } | |