scheming-probes-sycophancy / evaluation.json
angkul07's picture
Upload evaluation.json with huggingface_hub
5bb441b verified
Raw
History Blame Contribute Delete
5.74 kB
{
"behavior": "sycophancy",
"probes": {
"best_aurocs": {
"10": 0.7541,
"25": 0.7888,
"50": 0.8297,
"75": 0.8301,
"100": 0.8301
}
},
"baselines": {
"anthropic--claude-sonnet-4.6_baseline": {
"10.0": {
"accuracy": 0.5051,
"auroc": 0.5165,
"gmean2": 0.123,
"tpr": 0.8958,
"tnr": 0.1373
},
"25.0": {
"accuracy": 0.5051,
"auroc": 0.5141,
"gmean2": 0.1752,
"tpr": 0.8125,
"tnr": 0.2157
},
"50.0": {
"accuracy": 0.4545,
"auroc": 0.4608,
"gmean2": 0.1699,
"tpr": 0.6667,
"tnr": 0.2549
},
"75.0": {
"accuracy": 0.5051,
"auroc": 0.5104,
"gmean2": 0.2292,
"tpr": 0.6875,
"tnr": 0.3333
},
"100.0": {
"accuracy": 0.6465,
"auroc": 0.652,
"gmean2": 0.3922,
"tpr": 0.8333,
"tnr": 0.4706
}
},
"gemini_baseline": {
"10.0": {
"accuracy": 0.5051,
"auroc": 0.5196,
"gmean2": 0.0392,
"tpr": 1.0,
"tnr": 0.0392
},
"25.0": {
"accuracy": 0.5556,
"auroc": 0.5674,
"gmean2": 0.1691,
"tpr": 0.9583,
"tnr": 0.1765
},
"50.0": {
"accuracy": 0.5657,
"auroc": 0.5754,
"gmean2": 0.2283,
"tpr": 0.8958,
"tnr": 0.2549
},
"75.0": {
"accuracy": 0.5859,
"auroc": 0.5944,
"gmean2": 0.2745,
"tpr": 0.875,
"tnr": 0.3137
},
"100.0": {
"accuracy": 0.6263,
"auroc": 0.633,
"gmean2": 0.3517,
"tpr": 0.8542,
"tnr": 0.4118
}
},
"google--gemini-3-flash-preview_baseline": {
"10.0": {
"accuracy": 0.5051,
"auroc": 0.5196,
"gmean2": 0.0392,
"tpr": 1.0,
"tnr": 0.0392
},
"25.0": {
"accuracy": 0.5556,
"auroc": 0.5674,
"gmean2": 0.1691,
"tpr": 0.9583,
"tnr": 0.1765
},
"50.0": {
"accuracy": 0.5657,
"auroc": 0.5754,
"gmean2": 0.2283,
"tpr": 0.8958,
"tnr": 0.2549
},
"75.0": {
"accuracy": 0.5859,
"auroc": 0.5944,
"gmean2": 0.2745,
"tpr": 0.875,
"tnr": 0.3137
},
"100.0": {
"accuracy": 0.6263,
"auroc": 0.633,
"gmean2": 0.3517,
"tpr": 0.8542,
"tnr": 0.4118
}
},
"google--gemini-3.1-pro-preview_baseline": {
"10.0": {
"accuracy": 0.5556,
"auroc": 0.568,
"gmean2": 0.1536,
"tpr": 0.9792,
"tnr": 0.1569
},
"25.0": {
"accuracy": 0.6364,
"auroc": 0.6415,
"gmean2": 0.3824,
"tpr": 0.8125,
"tnr": 0.4706
},
"50.0": {
"accuracy": 0.6364,
"auroc": 0.6379,
"gmean2": 0.4044,
"tpr": 0.6875,
"tnr": 0.5882
},
"75.0": {
"accuracy": 0.6162,
"auroc": 0.6207,
"gmean2": 0.3627,
"tpr": 0.7708,
"tnr": 0.4706
},
"100.0": {
"accuracy": 0.6162,
"auroc": 0.6225,
"gmean2": 0.3431,
"tpr": 0.8333,
"tnr": 0.4118
}
},
"openai--gpt-5.1_baseline": {
"10.0": {
"accuracy": 0.5556,
"auroc": 0.5631,
"gmean2": 0.2549,
"tpr": 0.8125,
"tnr": 0.3137
},
"25.0": {
"accuracy": 0.5758,
"auroc": 0.5766,
"gmean2": 0.3317,
"tpr": 0.6042,
"tnr": 0.549
},
"50.0": {
"accuracy": 0.6061,
"auroc": 0.6048,
"gmean2": 0.364,
"tpr": 0.5625,
"tnr": 0.6471
},
"75.0": {
"accuracy": 0.5657,
"auroc": 0.5656,
"gmean2": 0.3199,
"tpr": 0.5625,
"tnr": 0.5686
},
"100.0": {
"accuracy": 0.6162,
"auroc": 0.6207,
"gmean2": 0.3627,
"tpr": 0.7708,
"tnr": 0.4706
}
}
},
"comparisons": {
"anthropic--claude-sonnet-4.6_baseline": {
"igc": {
"10": 0.23760000000000003,
"25": 0.27469999999999994,
"50": 0.3689,
"75": 0.3197,
"100": 0.17809999999999993
},
"detection_latency_probe": 10,
"detection_latency_baseline": null
},
"gemini_baseline": {
"igc": {
"10": 0.23450000000000004,
"25": 0.22139999999999993,
"50": 0.25429999999999997,
"75": 0.2356999999999999,
"100": 0.19709999999999994
},
"detection_latency_probe": 10,
"detection_latency_baseline": null
},
"google--gemini-3-flash-preview_baseline": {
"igc": {
"10": 0.23450000000000004,
"25": 0.22139999999999993,
"50": 0.25429999999999997,
"75": 0.2356999999999999,
"100": 0.19709999999999994
},
"detection_latency_probe": 10,
"detection_latency_baseline": null
},
"google--gemini-3.1-pro-preview_baseline": {
"igc": {
"10": 0.18610000000000004,
"25": 0.1473,
"50": 0.19179999999999997,
"75": 0.20939999999999992,
"100": 0.2075999999999999
},
"detection_latency_probe": 10,
"detection_latency_baseline": null
},
"openai--gpt-5.1_baseline": {
"igc": {
"10": 0.19099999999999995,
"25": 0.21219999999999994,
"50": 0.2249,
"75": 0.26449999999999996,
"100": 0.20939999999999992
},
"detection_latency_probe": 10,
"detection_latency_baseline": null
}
}
}