Add paper-aligned constitutional classifier evaluation results
Browse files- constitutional_eval_results.json +253 -0
constitutional_eval_results.json
ADDED
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| 1 |
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{
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| 2 |
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"model": "imadreamerboy/constitutional-safety-classifier",
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| 3 |
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"base_model": "Qwen/Qwen3-1.7B",
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| 4 |
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"paper_alignment": {
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| 5 |
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"paper": "Constitutional Classifiers (arXiv:2501.18837)",
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| 6 |
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"note": "Exact Anthropic jailbreaks and Claude.ai traffic are not public. Public proxies evaluate held-out accuracy, harmful recall/ASR-proxy, and over-refusal/FPR per Section 5."
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| 7 |
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},
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| 8 |
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"datasets": {
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| 9 |
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"heldout_constitutional_classifier_data": {
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| 10 |
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"n": 500,
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| 11 |
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| 12 |
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"unsafe_n": 250,
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| 13 |
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"accuracy": 0.802,
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| 14 |
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"unsafe_precision": 0.7381703470031545,
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| 15 |
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"unsafe_recall_tpr": 0.936,
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| 16 |
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"unsafe_f1": 0.8253968253968254,
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| 17 |
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"over_refusal_fpr": 0.332,
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| 18 |
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"missed_unsafe_fnr_asr_proxy": 0.064,
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| 19 |
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"mean_unsafe_score": 0.644300048828125,
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| 20 |
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"threshold": 0.5,
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| 21 |
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"confusion_matrix_[[tn_fp],[fn_tp]]": [
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| 22 |
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[
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| 23 |
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| 24 |
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"auroc": 0.929824,
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| 33 |
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| 34 |
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| 35 |
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"threshold": 0.997,
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| 36 |
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| 37 |
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"fpr": 0.0
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| 38 |
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| 39 |
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"max_tpr_at_fpr<=0.01": {
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| 40 |
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"threshold": 0.997,
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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},
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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"accuracy": 0.9,
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 78 |
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| 89 |
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| 90 |
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| 131 |
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| 136 |
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| 139 |
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},
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| 253 |
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}
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