{ "head": "qwen3b_v6_head.pt", "n_images": 1542, "topk": 20, "seeds": 32, "contrasts": { "animal_vs_vehicle": { "n_class_a_images": 217, "n_class_b_images": 150, "n_axis_captions": [ 1554, 834 ], "baseline_class_a_in_topk": 0.0243, "best_alpha": 2.0, "best_class_a_in_topk": 0.9083, "lift": 0.884, "operating_point": { "alpha": 0.5, "class_a_in_topk": 0.2517, "random_mean": 0.0243, "random_sd": 0.0021, "z_vs_random": 108.13, "retention": 0.6087, "random_retention": 0.9436 }, "dose_response": [ { "alpha": 0.0, "class_a_in_topk": 0.0243, "random_mean": 0.0243, "random_sd": 0.0, "z_vs_random": null, "retention": 1.0, "random_retention": 1.0 }, { "alpha": 0.1, "class_a_in_topk": 0.0347, "random_mean": 0.0243, "random_sd": 0.0009, "z_vs_random": 11.87, "retention": 0.9467, "random_retention": 0.9863 }, { "alpha": 0.2, "class_a_in_topk": 0.059, "random_mean": 0.0246, "random_sd": 0.0009, "z_vs_random": 37.81, "retention": 0.8917, "random_retention": 0.9755 }, { "alpha": 0.3, "class_a_in_topk": 0.0943, "random_mean": 0.0244, "random_sd": 0.0014, "z_vs_random": 50.82, "retention": 0.8227, "random_retention": 0.9632 }, { "alpha": 0.4, "class_a_in_topk": 0.159, "random_mean": 0.0237, "random_sd": 0.0014, "z_vs_random": 98.67, "retention": 0.7253, "random_retention": 0.9538 }, { "alpha": 0.5, "class_a_in_topk": 0.2517, "random_mean": 0.0243, "random_sd": 0.0021, "z_vs_random": 108.13, "retention": 0.6087, "random_retention": 0.9436 }, { "alpha": 0.75, "class_a_in_topk": 0.5547, "random_mean": 0.0241, "random_sd": 0.0034, "z_vs_random": 157.65, "retention": 0.3093, "random_retention": 0.9135 }, { "alpha": 1.0, "class_a_in_topk": 0.744, "random_mean": 0.0254, "random_sd": 0.0056, "z_vs_random": 128.46, "retention": 0.13, "random_retention": 0.8858 }, { "alpha": 2.0, "class_a_in_topk": 0.9083, "random_mean": 0.0286, "random_sd": 0.0087, "z_vs_random": 100.72, "retention": 0.0097, "random_retention": 0.7824 } ] }, "food_vs_sport": { "n_class_a_images": 152, "n_class_b_images": 152, "n_axis_captions": [ 1029, 785 ], "baseline_class_a_in_topk": 0.0039, "best_alpha": 2.0, "best_class_a_in_topk": 0.851, "lift": 0.8471, "operating_point": { "alpha": 0.5, "class_a_in_topk": 0.1174, "random_mean": 0.0045, "random_sd": 0.0008, "z_vs_random": 145.9, "retention": 0.7668, "random_retention": 0.9556 }, "dose_response": [ { "alpha": 0.0, "class_a_in_topk": 0.0039, "random_mean": 0.0039, "random_sd": 0.0, "z_vs_random": null, "retention": 1.0, "random_retention": 1.0 }, { "alpha": 0.1, "class_a_in_topk": 0.0076, "random_mean": 0.004, "random_sd": 0.0001, "z_vs_random": 45.18, "retention": 0.9734, "random_retention": 0.9896 }, { "alpha": 0.2, "class_a_in_topk": 0.0168, "random_mean": 0.0041, "random_sd": 0.0002, "z_vs_random": 56.74, "retention": 0.9365, "random_retention": 0.9811 }, { "alpha": 0.3, "class_a_in_topk": 0.0326, "random_mean": 0.0042, "random_sd": 0.0003, "z_vs_random": 90.36, "retention": 0.8931, "random_retention": 0.9728 }, { "alpha": 0.4, "class_a_in_topk": 0.0622, "random_mean": 0.0045, "random_sd": 0.0006, "z_vs_random": 89.2, "retention": 0.8414, "random_retention": 0.9635 }, { "alpha": 0.5, "class_a_in_topk": 0.1174, "random_mean": 0.0045, "random_sd": 0.0008, "z_vs_random": 145.9, "retention": 0.7668, "random_retention": 0.9556 }, { "alpha": 0.75, "class_a_in_topk": 0.3757, "random_mean": 0.005, "random_sd": 0.0011, "z_vs_random": 327.21, "retention": 0.478, "random_retention": 0.9329 }, { "alpha": 1.0, "class_a_in_topk": 0.6398, "random_mean": 0.005, "random_sd": 0.0012, "z_vs_random": 521.93, "retention": 0.1951, "random_retention": 0.9156 }, { "alpha": 2.0, "class_a_in_topk": 0.851, "random_mean": 0.0061, "random_sd": 0.003, "z_vs_random": 280.77, "retention": 0.003, "random_retention": 0.834 } ] }, "indoor_vs_outdoor": { "n_class_a_images": 194, "n_class_b_images": 258, "n_axis_captions": [ 1355, 1828 ], "baseline_class_a_in_topk": 0.0089, "best_alpha": 2.0, "best_class_a_in_topk": 0.8952, "lift": 0.8863, "operating_point": { "alpha": 0.75, "class_a_in_topk": 0.3502, "random_mean": 0.009, "random_sd": 0.0011, "z_vs_random": 301.5, "retention": 0.5116, "random_retention": 0.9132 }, "dose_response": [ { "alpha": 0.0, "class_a_in_topk": 0.0089, "random_mean": 0.0089, "random_sd": 0.0, "z_vs_random": null, "retention": 1.0, "random_retention": 1.0 }, { "alpha": 0.1, "class_a_in_topk": 0.014, "random_mean": 0.0088, "random_sd": 0.0002, "z_vs_random": 29.4, "retention": 0.9558, "random_retention": 0.9868 }, { "alpha": 0.2, "class_a_in_topk": 0.0207, "random_mean": 0.0086, "random_sd": 0.0002, "z_vs_random": 52.31, "retention": 0.9136, "random_retention": 0.9752 }, { "alpha": 0.3, "class_a_in_topk": 0.039, "random_mean": 0.0088, "random_sd": 0.0005, "z_vs_random": 66.65, "retention": 0.8622, "random_retention": 0.9636 }, { "alpha": 0.4, "class_a_in_topk": 0.0746, "random_mean": 0.0086, "random_sd": 0.0007, "z_vs_random": 96.79, "retention": 0.8039, "random_retention": 0.9522 }, { "alpha": 0.5, "class_a_in_topk": 0.1275, "random_mean": 0.0087, "random_sd": 0.0008, "z_vs_random": 152.99, "retention": 0.7347, "random_retention": 0.9423 }, { "alpha": 0.75, "class_a_in_topk": 0.3502, "random_mean": 0.009, "random_sd": 0.0011, "z_vs_random": 301.5, "retention": 0.5116, "random_retention": 0.9132 }, { "alpha": 1.0, "class_a_in_topk": 0.5872, "random_mean": 0.0096, "random_sd": 0.0015, "z_vs_random": 384.27, "retention": 0.294, "random_retention": 0.8886 }, { "alpha": 2.0, "class_a_in_topk": 0.8952, "random_mean": 0.0128, "random_sd": 0.0041, "z_vs_random": 215.88, "retention": 0.0246, "random_retention": 0.7854 } ] } } }