{ "digits": 12, "inference_time_on_baseline": { "confidence": [ 0.766875, 0.764375, 0.76375, 0.763125, 0.7625 ], "entropy": [ 0.766875, 0.764375, 0.76375, 0.763125, 0.7625 ], "entropy-gated": [ 0.766875, 0.764375, 0.76375, 0.761875, 0.7625 ], "margin": [ 0.766875, 0.764375, 0.76375, 0.763125, 0.761875 ], "random": [ 0.766875, 0.768125, 0.77125, 0.764375, 0.77 ] }, "ours": { "confidence": [ 1.0, 1.0, 1.0, 0.999375, 0.999375 ] }, "significance": { "confidence": { "diff": 0.233125, "ci95": [ 0.226875, 0.23875 ], "p_value": 0.0, "n": 400, "their_best_budget": 1 }, "entropy": { "diff": 0.233125, "ci95": [ 0.226875, 0.23875 ], "p_value": 0.0, "n": 400, "their_best_budget": 1 }, "entropy-gated": { "diff": 0.233125, "ci95": [ 0.226875, 0.23875 ], "p_value": 0.0, "n": 400, "their_best_budget": 1 }, "margin": { "diff": 0.233125, "ci95": [ 0.226875, 0.23875 ], "p_value": 0.0, "n": 400, "their_best_budget": 1 }, "random": { "diff": 0.22875, "ci95": [ 0.221875, 0.235625 ], "p_value": 0.0, "n": 400, "their_best_budget": 4 } }, "summary": { "best_inference_1pass": 0.766875, "best_inference_any_budget": 0.77125, "ours_1pass": 1.0 } }