{ "k_values": [ 3, 5, 10, 20, 50, 100 ], "n_pairs": 15, "regime_stability": 0.9333, "results": [ { "pair": "clip_vitb16 <-> clip_vitl14", "tau": 0.468, "regimes": { "3": { "s_local": 0.2109, "regime": "Local-Only" }, "5": { "s_local": 0.2428, "regime": "Local-Only" }, "10": { "s_local": 0.2907, "regime": "Local-Only" }, "20": { "s_local": 0.3381, "regime": "Local-Only" }, "50": { "s_local": 0.3783, "regime": "Local-Only" }, "100": { "s_local": 0.3985, "regime": "Local-Only" } } }, { "pair": "clip_vitb32 <-> clip_vitb16", "tau": 0.744, "regimes": { "3": { "s_local": 0.21, "regime": "Convergent" }, "5": { "s_local": 0.2385, "regime": "Convergent" }, "10": { "s_local": 0.2772, "regime": "Convergent" }, "20": { "s_local": 0.3198, "regime": "Convergent" }, "50": { "s_local": 0.3628, "regime": "Convergent" }, "100": { "s_local": 0.3908, "regime": "Convergent" } } }, { "pair": "resnet50 <-> resnet101", "tau": 0.5445, "regimes": { "3": { "s_local": 0.2516, "regime": "Convergent" }, "5": { "s_local": 0.2773, "regime": "Convergent" }, "10": { "s_local": 0.3195, "regime": "Convergent" }, "20": { "s_local": 0.3596, "regime": "Convergent" }, "50": { "s_local": 0.4033, "regime": "Convergent" }, "100": { "s_local": 0.4345, "regime": "Convergent" } } }, { "pair": "dinov2_vitb14 <-> dinov2_vitl14", "tau": 0.4073, "regimes": { "3": { "s_local": 0.4064, "regime": "Local-Only" }, "5": { "s_local": 0.4478, "regime": "Local-Only" }, "10": { "s_local": 0.5137, "regime": "Local-Only" }, "20": { "s_local": 0.5763, "regime": "Local-Only" }, "50": { "s_local": 0.6118, "regime": "Local-Only" }, "100": { "s_local": 0.557, "regime": "Local-Only" } } }, { "pair": "dinov2_vits14 <-> dinov2_vitg14", "tau": 0.0995, "regimes": { "3": { "s_local": 0.2672, "regime": "Local-Only" }, "5": { "s_local": 0.297, "regime": "Local-Only" }, "10": { "s_local": 0.344, "regime": "Local-Only" }, "20": { "s_local": 0.3937, "regime": "Local-Only" }, "50": { "s_local": 0.4372, "regime": "Local-Only" }, "100": { "s_local": 0.4279, "regime": "Local-Only" } } }, { "pair": "vit_base_patch16_224 <-> vit_large_patch16_224", "tau": 0.219, "regimes": { "3": { "s_local": 0.2164, "regime": "Local-Only" }, "5": { "s_local": 0.2505, "regime": "Local-Only" }, "10": { "s_local": 0.302, "regime": "Local-Only" }, "20": { "s_local": 0.3539, "regime": "Local-Only" }, "50": { "s_local": 0.3919, "regime": "Local-Only" }, "100": { "s_local": 0.391, "regime": "Local-Only" } } }, { "pair": "convnext_base <-> convnext_large", "tau": 0.8475, "regimes": { "3": { "s_local": 0.4646, "regime": "Convergent" }, "5": { "s_local": 0.5117, "regime": "Convergent" }, "10": { "s_local": 0.5692, "regime": "Convergent" }, "20": { "s_local": 0.6283, "regime": "Convergent" }, "50": { "s_local": 0.6683, "regime": "Convergent" }, "100": { "s_local": 0.6563, "regime": "Convergent" } } }, { "pair": "beit_base_patch16_224 <-> beit_large_patch16_224", "tau": 0.3613, "regimes": { "3": { "s_local": 0.1828, "regime": "Local-Only" }, "5": { "s_local": 0.2083, "regime": "Local-Only" }, "10": { "s_local": 0.2376, "regime": "Local-Only" }, "20": { "s_local": 0.2668, "regime": "Local-Only" }, "50": { "s_local": 0.3171, "regime": "Local-Only" }, "100": { "s_local": 0.3589, "regime": "Local-Only" } } }, { "pair": "dinov2_vitb14 <-> clip_vitb16", "tau": 0.0449, "regimes": { "3": { "s_local": 0.155, "regime": "Local-Only" }, "5": { "s_local": 0.1826, "regime": "Local-Only" }, "10": { "s_local": 0.2241, "regime": "Local-Only" }, "20": { "s_local": 0.2726, "regime": "Local-Only" }, "50": { "s_local": 0.31, "regime": "Local-Only" }, "100": { "s_local": 0.3196, "regime": "Local-Only" } } }, { "pair": "vit_base_patch16_224.mae <-> vit_base_patch16_224", "tau": 0.0024, "regimes": { "3": { "s_local": 0.0234, "regime": "Divergent" }, "5": { "s_local": 0.0238, "regime": "Divergent" }, "10": { "s_local": 0.0265, "regime": "Divergent" }, "20": { "s_local": 0.0311, "regime": "Divergent" }, "50": { "s_local": 0.0411, "regime": "Divergent" }, "100": { "s_local": 0.0529, "regime": "Local-Only" } } }, { "pair": "dinov2_vitb14 <-> resnet50", "tau": 0.1525, "regimes": { "3": { "s_local": 0.1419, "regime": "Local-Only" }, "5": { "s_local": 0.1642, "regime": "Local-Only" }, "10": { "s_local": 0.1933, "regime": "Local-Only" }, "20": { "s_local": 0.2259, "regime": "Local-Only" }, "50": { "s_local": 0.2589, "regime": "Local-Only" }, "100": { "s_local": 0.277, "regime": "Local-Only" } } }, { "pair": "clip_vitl14 <-> dinov2_vitl14", "tau": 0.0297, "regimes": { "3": { "s_local": 0.1832, "regime": "Local-Only" }, "5": { "s_local": 0.2176, "regime": "Local-Only" }, "10": { "s_local": 0.2688, "regime": "Local-Only" }, "20": { "s_local": 0.3224, "regime": "Local-Only" }, "50": { "s_local": 0.3618, "regime": "Local-Only" }, "100": { "s_local": 0.342, "regime": "Local-Only" } } }, { "pair": "convnext_base <-> resnet101", "tau": 0.3092, "regimes": { "3": { "s_local": 0.229, "regime": "Local-Only" }, "5": { "s_local": 0.2583, "regime": "Local-Only" }, "10": { "s_local": 0.3045, "regime": "Local-Only" }, "20": { "s_local": 0.3491, "regime": "Local-Only" }, "50": { "s_local": 0.3949, "regime": "Local-Only" }, "100": { "s_local": 0.4167, "regime": "Local-Only" } } }, { "pair": "mixer_b16_224 <-> vit_base_patch16_224", "tau": 0.179, "regimes": { "3": { "s_local": 0.1707, "regime": "Local-Only" }, "5": { "s_local": 0.1923, "regime": "Local-Only" }, "10": { "s_local": 0.2253, "regime": "Local-Only" }, "20": { "s_local": 0.2628, "regime": "Local-Only" }, "50": { "s_local": 0.3037, "regime": "Local-Only" }, "100": { "s_local": 0.3298, "regime": "Local-Only" } } }, { "pair": "efficientnet_b0 <-> resnet50", "tau": 0.4761, "regimes": { "3": { "s_local": 0.235, "regime": "Local-Only" }, "5": { "s_local": 0.2615, "regime": "Local-Only" }, "10": { "s_local": 0.3, "regime": "Local-Only" }, "20": { "s_local": 0.3377, "regime": "Local-Only" }, "50": { "s_local": 0.3799, "regime": "Local-Only" }, "100": { "s_local": 0.4087, "regime": "Local-Only" } } } ] }