Datasets:
Tasks:
Feature Extraction
Languages:
English
Size:
1K<n<10K
Tags:
representation-similarity
representation-convergence
cross-model-transport
benchmark
alignment
evaluation
License:
| { | |
| "models": { | |
| "beit_base_patch16_224": { | |
| "metrics": { | |
| "bitrate": 5.866, | |
| "effective_rank": 58.31, | |
| "dim": 768, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "beit", | |
| "objective": "self-supervised", | |
| "dim": 768, | |
| "source": "timm" | |
| } | |
| }, | |
| "beit_large_patch16_224": { | |
| "metrics": { | |
| "bitrate": 6.555, | |
| "effective_rank": 94.0, | |
| "dim": 1024, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "beit", | |
| "objective": "self-supervised", | |
| "dim": 1024, | |
| "source": "timm" | |
| } | |
| }, | |
| "clip_vitb16": { | |
| "metrics": { | |
| "bitrate": 6.841, | |
| "effective_rank": 114.63, | |
| "dim": 512, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "clip", | |
| "objective": "contrastive", | |
| "dim": 512, | |
| "source": "transformers" | |
| } | |
| }, | |
| "clip_vitb32": { | |
| "metrics": { | |
| "bitrate": 6.855, | |
| "effective_rank": 115.75, | |
| "dim": 512, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "clip", | |
| "objective": "contrastive", | |
| "dim": 512, | |
| "source": "transformers" | |
| } | |
| }, | |
| "clip_vitl14": { | |
| "metrics": { | |
| "bitrate": 7.442, | |
| "effective_rank": 173.89, | |
| "dim": 768, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "clip", | |
| "objective": "contrastive", | |
| "dim": 768, | |
| "source": "transformers" | |
| } | |
| }, | |
| "convnext_base": { | |
| "metrics": { | |
| "bitrate": 8.241, | |
| "effective_rank": 302.58, | |
| "dim": 1024, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 1024, | |
| "source": "timm" | |
| } | |
| }, | |
| "convnext_large": { | |
| "metrics": { | |
| "bitrate": 8.485, | |
| "effective_rank": 358.18, | |
| "dim": 1536, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 1536, | |
| "source": "timm" | |
| } | |
| }, | |
| "dinov2_vitb14": { | |
| "metrics": { | |
| "bitrate": 8.6, | |
| "effective_rank": 388.13, | |
| "dim": 768, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "dinov2", | |
| "objective": "self-supervised", | |
| "dim": 768, | |
| "source": "torch.hub" | |
| } | |
| }, | |
| "dinov2_vitg14": { | |
| "metrics": { | |
| "bitrate": 9.055, | |
| "effective_rank": 531.78, | |
| "dim": 1536, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "dinov2", | |
| "objective": "self-supervised", | |
| "dim": 1536, | |
| "source": "torch.hub" | |
| } | |
| }, | |
| "dinov2_vitl14": { | |
| "metrics": { | |
| "bitrate": 8.963, | |
| "effective_rank": 499.11, | |
| "dim": 1024, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "dinov2", | |
| "objective": "self-supervised", | |
| "dim": 1024, | |
| "source": "torch.hub" | |
| } | |
| }, | |
| "dinov2_vits14": { | |
| "metrics": { | |
| "bitrate": 7.752, | |
| "effective_rank": 215.52, | |
| "dim": 384, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "dinov2", | |
| "objective": "self-supervised", | |
| "dim": 384, | |
| "source": "torch.hub" | |
| } | |
| }, | |
| "efficientnet_b0": { | |
| "metrics": { | |
| "bitrate": 8.228, | |
| "effective_rank": 299.91, | |
| "dim": 1280, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 1280, | |
| "source": "timm" | |
| } | |
| }, | |
| "mixer_b16_224": { | |
| "metrics": { | |
| "bitrate": 8.037, | |
| "effective_rank": 262.71, | |
| "dim": 768, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "mlpmixer", | |
| "objective": "supervised", | |
| "dim": 768, | |
| "source": "timm" | |
| } | |
| }, | |
| "resnet101": { | |
| "metrics": { | |
| "bitrate": 8.594, | |
| "effective_rank": 386.42, | |
| "dim": 2048, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 2048, | |
| "source": "timm" | |
| } | |
| }, | |
| "resnet50": { | |
| "metrics": { | |
| "bitrate": 8.105, | |
| "effective_rank": 275.3, | |
| "dim": 2048, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 2048, | |
| "source": "timm" | |
| } | |
| }, | |
| "swin_base_patch4_window7_224": { | |
| "metrics": { | |
| "bitrate": 8.398, | |
| "effective_rank": 337.42, | |
| "dim": 1024, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 1024, | |
| "source": "timm" | |
| } | |
| }, | |
| "vit_base_patch16_224": { | |
| "metrics": { | |
| "bitrate": 7.77, | |
| "effective_rank": 218.2, | |
| "dim": 768, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 768, | |
| "source": "timm" | |
| } | |
| }, | |
| "vit_base_patch16_224.mae": { | |
| "metrics": { | |
| "bitrate": 1.649, | |
| "effective_rank": 3.14, | |
| "dim": 768, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "mae", | |
| "objective": "self-supervised", | |
| "dim": 768, | |
| "source": "timm" | |
| } | |
| }, | |
| "vit_large_patch16_224": { | |
| "metrics": { | |
| "bitrate": 7.661, | |
| "effective_rank": 202.4, | |
| "dim": 1024, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "supervised", | |
| "objective": "supervised", | |
| "dim": 1024, | |
| "source": "timm" | |
| } | |
| }, | |
| "vit_large_patch16_224.mae": { | |
| "metrics": { | |
| "bitrate": 4.898, | |
| "effective_rank": 29.82, | |
| "dim": 1024, | |
| "n_samples": 5000 | |
| }, | |
| "config": { | |
| "family": "mae", | |
| "objective": "self-supervised", | |
| "dim": 1024, | |
| "source": "timm" | |
| } | |
| } | |
| }, | |
| "pairwise": { | |
| "beit_base_patch16_224 <-> beit_large_patch16_224": { | |
| "s_local": 0.238, | |
| "s_global": 0.7855, | |
| "lambda": 0.3025, | |
| "tau": 0.3613, | |
| "tau_a_to_b": 0.542, | |
| "tau_b_to_a": 0.3613, | |
| "tai": 0.2312, | |
| "perf_linear": 0.1769, | |
| "perf_best": 0.3764, | |
| "delta": 0.689, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2391 | |
| }, | |
| "beit_base_patch16_224 <-> clip_vitb16": { | |
| "s_local": 0.046, | |
| "s_global": 0.1565, | |
| "lambda": 0.2946, | |
| "tau": 0.041, | |
| "tau_a_to_b": 0.041, | |
| "tau_b_to_a": 0.1548, | |
| "tai": 0.9772, | |
| "perf_linear": 0.0002, | |
| "perf_best": 0.0037, | |
| "delta": 0.975, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.048 | |
| }, | |
| "beit_base_patch16_224 <-> clip_vitb32": { | |
| "s_local": 0.048, | |
| "s_global": 0.1798, | |
| "lambda": 0.2688, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.1723, | |
| "tai": 0.9703, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0062, | |
| "delta": 0.989, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0502 | |
| }, | |
| "beit_base_patch16_224 <-> clip_vitl14": { | |
| "s_local": 0.046, | |
| "s_global": 0.1683, | |
| "lambda": 0.2762, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.1403, | |
| "tai": 0.9878, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0011, | |
| "delta": 1.576, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0484 | |
| }, | |
| "beit_base_patch16_224 <-> convnext_base": { | |
| "s_local": 0.051, | |
| "s_global": 0.1636, | |
| "lambda": 0.3145, | |
| "tau": 0.0213, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0213, | |
| "tai": 0.9943, | |
| "perf_linear": 0.0019, | |
| "perf_best": 0.0005, | |
| "delta": 2.375, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0534 | |
| }, | |
| "beit_base_patch16_224 <-> convnext_large": { | |
| "s_local": 0.052, | |
| "s_global": 0.1601, | |
| "lambda": 0.3228, | |
| "tau": 0.0159, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0159, | |
| "tai": 0.9916, | |
| "perf_linear": 0.0015, | |
| "perf_best": 0.0009, | |
| "delta": 2.619, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0536 | |
| }, | |
| "beit_base_patch16_224 <-> dinov2_vitb14": { | |
| "s_local": 0.046, | |
| "s_global": 0.1373, | |
| "lambda": 0.333, | |
| "tau": 0.0417, | |
| "tau_a_to_b": 0.2837, | |
| "tau_b_to_a": 0.0417, | |
| "tai": 0.9757, | |
| "perf_linear": 0.0002, | |
| "perf_best": 0.0007, | |
| "delta": 2.735, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0476 | |
| }, | |
| "beit_base_patch16_224 <-> dinov2_vitg14": { | |
| "s_local": 0.042, | |
| "s_global": 0.1181, | |
| "lambda": 0.3531, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.0759, | |
| "tai": 0.9409, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0011, | |
| "delta": 3.189, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0436 | |
| }, | |
| "beit_base_patch16_224 <-> dinov2_vitl14": { | |
| "s_local": 0.042, | |
| "s_global": 0.1182, | |
| "lambda": 0.3564, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.0768, | |
| "tai": 0.9566, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0006, | |
| "delta": 3.097, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.044 | |
| }, | |
| "beit_base_patch16_224 <-> dinov2_vits14": { | |
| "s_local": 0.052, | |
| "s_global": 0.1682, | |
| "lambda": 0.3083, | |
| "tau": 0.015, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.015, | |
| "tai": 0.9913, | |
| "perf_linear": 0.0018, | |
| "perf_best": 0.001, | |
| "delta": 1.886, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0537 | |
| }, | |
| "beit_base_patch16_224 <-> efficientnet_b0": { | |
| "s_local": 0.063, | |
| "s_global": 0.2009, | |
| "lambda": 0.3119, | |
| "tau": 0.0583, | |
| "tau_a_to_b": 0.6987, | |
| "tau_b_to_a": 0.0583, | |
| "tai": 0.9451, | |
| "perf_linear": 0.0025, | |
| "perf_best": 0.0036, | |
| "delta": 2.363, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0645 | |
| }, | |
| "beit_base_patch16_224 <-> mixer_b16_224": { | |
| "s_local": 0.062, | |
| "s_global": 0.2191, | |
| "lambda": 0.2837, | |
| "tau": 0.0416, | |
| "tau_a_to_b": 0.2978, | |
| "tau_b_to_a": 0.0416, | |
| "tai": 0.9576, | |
| "perf_linear": 0.0014, | |
| "perf_best": 0.0047, | |
| "delta": 2.172, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.064 | |
| }, | |
| "beit_base_patch16_224 <-> resnet101": { | |
| "s_local": 0.058, | |
| "s_global": 0.1919, | |
| "lambda": 0.3027, | |
| "tau": 0.0812, | |
| "tau_a_to_b": 0.7946, | |
| "tau_b_to_a": 0.0812, | |
| "tai": 0.8491, | |
| "perf_linear": 0.0045, | |
| "perf_best": 0.0084, | |
| "delta": 2.728, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.06 | |
| }, | |
| "beit_base_patch16_224 <-> resnet50": { | |
| "s_local": 0.064, | |
| "s_global": 0.2377, | |
| "lambda": 0.2691, | |
| "tau": 0.2277, | |
| "tau_a_to_b": 0.2617, | |
| "tau_b_to_a": 0.2277, | |
| "tai": 0.6976, | |
| "perf_linear": 0.0043, | |
| "perf_best": 0.0163, | |
| "delta": 2.239, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0658 | |
| }, | |
| "beit_base_patch16_224 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.054, | |
| "s_global": 0.1723, | |
| "lambda": 0.3105, | |
| "tau": 0.0269, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0269, | |
| "tai": 0.998, | |
| "perf_linear": 0.0002, | |
| "perf_best": 0.0002, | |
| "delta": 2.533, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0554 | |
| }, | |
| "beit_base_patch16_224 <-> vit_base_patch16_224": { | |
| "s_local": 0.061, | |
| "s_global": 0.2282, | |
| "lambda": 0.2687, | |
| "tau": 0.0175, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0175, | |
| "tai": 0.9874, | |
| "perf_linear": 0.0026, | |
| "perf_best": 0.0025, | |
| "delta": 1.904, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0632 | |
| }, | |
| "beit_base_patch16_224 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.05, | |
| "s_global": 0.1656, | |
| "lambda": 0.3039, | |
| "tau": 0.0037, | |
| "tau_a_to_b": 0.0037, | |
| "tau_b_to_a": 0.212, | |
| "tai": 0.1096, | |
| "perf_linear": 0.0013, | |
| "perf_best": 0.3563, | |
| "delta": 4.217, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0522 | |
| }, | |
| "beit_base_patch16_224 <-> vit_large_patch16_224": { | |
| "s_local": 0.05, | |
| "s_global": 0.1782, | |
| "lambda": 0.2792, | |
| "tau": 0.0133, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0133, | |
| "tai": 0.9895, | |
| "perf_linear": 0.0017, | |
| "perf_best": 0.0013, | |
| "delta": 1.795, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0516 | |
| }, | |
| "beit_base_patch16_224 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.109, | |
| "s_global": 0.6358, | |
| "lambda": 0.1719, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.3585, | |
| "tai": 0.4647, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1904, | |
| "delta": 0.967, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.111 | |
| }, | |
| "beit_large_patch16_224 <-> clip_vitb16": { | |
| "s_local": 0.069, | |
| "s_global": 0.1999, | |
| "lambda": 0.3473, | |
| "tau": 0.0353, | |
| "tau_a_to_b": 0.0353, | |
| "tau_b_to_a": 0.3331, | |
| "tai": 0.9529, | |
| "perf_linear": 0.0003, | |
| "perf_best": 0.0081, | |
| "delta": 0.286, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0712 | |
| }, | |
| "beit_large_patch16_224 <-> clip_vitb32": { | |
| "s_local": 0.07, | |
| "s_global": 0.2239, | |
| "lambda": 0.3117, | |
| "tau": 0.0338, | |
| "tau_a_to_b": 0.0338, | |
| "tau_b_to_a": 0.3473, | |
| "tai": 0.9394, | |
| "perf_linear": 0.0004, | |
| "perf_best": 0.0122, | |
| "delta": 0.3, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0716 | |
| }, | |
| "beit_large_patch16_224 <-> clip_vitl14": { | |
| "s_local": 0.074, | |
| "s_global": 0.2234, | |
| "lambda": 0.3299, | |
| "tau": 0.0596, | |
| "tau_a_to_b": 0.0596, | |
| "tau_b_to_a": 0.283, | |
| "tai": 0.9638, | |
| "perf_linear": 0.0002, | |
| "perf_best": 0.0033, | |
| "delta": 0.887, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0755 | |
| }, | |
| "beit_large_patch16_224 <-> convnext_base": { | |
| "s_local": 0.087, | |
| "s_global": 0.229, | |
| "lambda": 0.3805, | |
| "tau": 0.025, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.025, | |
| "tai": 0.9807, | |
| "perf_linear": 0.0028, | |
| "perf_best": 0.0022, | |
| "delta": 1.687, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0889 | |
| }, | |
| "beit_large_patch16_224 <-> convnext_large": { | |
| "s_local": 0.089, | |
| "s_global": 0.2233, | |
| "lambda": 0.3983, | |
| "tau": 0.0196, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0196, | |
| "tai": 0.9681, | |
| "perf_linear": 0.0028, | |
| "perf_best": 0.0045, | |
| "delta": 1.93, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0907 | |
| }, | |
| "beit_large_patch16_224 <-> dinov2_vitb14": { | |
| "s_local": 0.08, | |
| "s_global": 0.1889, | |
| "lambda": 0.4221, | |
| "tau": 0.0446, | |
| "tau_a_to_b": 0.6608, | |
| "tau_b_to_a": 0.0446, | |
| "tai": 0.9494, | |
| "perf_linear": 0.0015, | |
| "perf_best": 0.0022, | |
| "delta": 2.046, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0815 | |
| }, | |
| "beit_large_patch16_224 <-> dinov2_vitg14": { | |
| "s_local": 0.073, | |
| "s_global": 0.1602, | |
| "lambda": 0.4559, | |
| "tau": 0.0855, | |
| "tau_a_to_b": 0.0855, | |
| "tau_b_to_a": 0.0924, | |
| "tai": 0.9019, | |
| "perf_linear": 0.0002, | |
| "perf_best": 0.0021, | |
| "delta": 2.5, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0749 | |
| }, | |
| "beit_large_patch16_224 <-> dinov2_vitl14": { | |
| "s_local": 0.072, | |
| "s_global": 0.1615, | |
| "lambda": 0.4475, | |
| "tau": 0.0159, | |
| "tau_a_to_b": 0.0159, | |
| "tau_b_to_a": 0.0903, | |
| "tai": 0.9133, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0016, | |
| "delta": 2.409, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0741 | |
| }, | |
| "beit_large_patch16_224 <-> dinov2_vits14": { | |
| "s_local": 0.084, | |
| "s_global": 0.2177, | |
| "lambda": 0.3874, | |
| "tau": 0.0197, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0197, | |
| "tai": 0.9857, | |
| "perf_linear": 0.0027, | |
| "perf_best": 0.002, | |
| "delta": 1.197, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0861 | |
| }, | |
| "beit_large_patch16_224 <-> efficientnet_b0": { | |
| "s_local": 0.087, | |
| "s_global": 0.2567, | |
| "lambda": 0.34, | |
| "tau": 0.0874, | |
| "tau_a_to_b": 0.6734, | |
| "tau_b_to_a": 0.0874, | |
| "tai": 0.8762, | |
| "perf_linear": 0.0056, | |
| "perf_best": 0.0083, | |
| "delta": 1.674, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0891 | |
| }, | |
| "beit_large_patch16_224 <-> mixer_b16_224": { | |
| "s_local": 0.085, | |
| "s_global": 0.2829, | |
| "lambda": 0.3011, | |
| "tau": 0.078, | |
| "tau_a_to_b": 0.2861, | |
| "tau_b_to_a": 0.078, | |
| "tai": 0.926, | |
| "perf_linear": 0.0021, | |
| "perf_best": 0.0073, | |
| "delta": 1.483, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.087 | |
| }, | |
| "beit_large_patch16_224 <-> resnet101": { | |
| "s_local": 0.086, | |
| "s_global": 0.2527, | |
| "lambda": 0.3422, | |
| "tau": 0.1236, | |
| "tau_a_to_b": 0.7729, | |
| "tau_b_to_a": 0.1236, | |
| "tai": 0.8085, | |
| "perf_linear": 0.0072, | |
| "perf_best": 0.0111, | |
| "delta": 2.039, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0883 | |
| }, | |
| "beit_large_patch16_224 <-> resnet50": { | |
| "s_local": 0.086, | |
| "s_global": 0.302, | |
| "lambda": 0.2849, | |
| "tau": 0.3556, | |
| "tau_a_to_b": 0.3556, | |
| "tau_b_to_a": 0.3812, | |
| "tai": 0.589, | |
| "perf_linear": 0.0072, | |
| "perf_best": 0.0203, | |
| "delta": 1.55, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0879 | |
| }, | |
| "beit_large_patch16_224 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.09, | |
| "s_global": 0.2273, | |
| "lambda": 0.3979, | |
| "tau": 0.0323, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0323, | |
| "tai": 0.9924, | |
| "perf_linear": 0.0022, | |
| "perf_best": 0.0009, | |
| "delta": 1.844, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0922 | |
| }, | |
| "beit_large_patch16_224 <-> vit_base_patch16_224": { | |
| "s_local": 0.102, | |
| "s_global": 0.3026, | |
| "lambda": 0.3366, | |
| "tau": 0.039, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.039, | |
| "tai": 0.9619, | |
| "perf_linear": 0.0082, | |
| "perf_best": 0.008, | |
| "delta": 1.215, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1036 | |
| }, | |
| "beit_large_patch16_224 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.051, | |
| "s_global": 0.1988, | |
| "lambda": 0.2585, | |
| "tau": 0.0044, | |
| "tau_a_to_b": 0.0044, | |
| "tau_b_to_a": 0.2431, | |
| "tai": 0.0809, | |
| "perf_linear": 0.0016, | |
| "perf_best": 0.336, | |
| "delta": 4.906, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0533 | |
| }, | |
| "beit_large_patch16_224 <-> vit_large_patch16_224": { | |
| "s_local": 0.083, | |
| "s_global": 0.2503, | |
| "lambda": 0.3327, | |
| "tau": 0.0212, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0212, | |
| "tai": 0.9844, | |
| "perf_linear": 0.0032, | |
| "perf_best": 0.0023, | |
| "delta": 1.106, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0851 | |
| }, | |
| "beit_large_patch16_224 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.123, | |
| "s_global": 0.6539, | |
| "lambda": 0.1881, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.3935, | |
| "tai": 0.315, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.2195, | |
| "delta": 1.656, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1248 | |
| }, | |
| "clip_vitb16 <-> clip_vitb32": { | |
| "s_local": 0.277, | |
| "s_global": 0.7132, | |
| "lambda": 0.3887, | |
| "tau": 0.744, | |
| "tau_a_to_b": 0.744, | |
| "tau_b_to_a": 0.7547, | |
| "tai": 0.0018, | |
| "perf_linear": 0.3201, | |
| "perf_best": 0.4302, | |
| "delta": 0.014, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.2787 | |
| }, | |
| "clip_vitb16 <-> clip_vitl14": { | |
| "s_local": 0.291, | |
| "s_global": 0.7183, | |
| "lambda": 0.4047, | |
| "tau": 0.468, | |
| "tau_a_to_b": 0.9409, | |
| "tau_b_to_a": 0.468, | |
| "tai": 0.0728, | |
| "perf_linear": 0.1754, | |
| "perf_best": 0.3476, | |
| "delta": 0.601, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2921 | |
| }, | |
| "clip_vitb16 <-> convnext_base": { | |
| "s_local": 0.225, | |
| "s_global": 0.5483, | |
| "lambda": 0.4102, | |
| "tau": 0.0261, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0261, | |
| "tai": 0.0012, | |
| "perf_linear": 0.0058, | |
| "perf_best": 0.2206, | |
| "delta": 1.4, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2265 | |
| }, | |
| "clip_vitb16 <-> convnext_large": { | |
| "s_local": 0.229, | |
| "s_global": 0.5338, | |
| "lambda": 0.4291, | |
| "tau": 0.024, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.024, | |
| "tai": 0.0979, | |
| "perf_linear": 0.0056, | |
| "perf_best": 0.2095, | |
| "delta": 1.644, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2306 | |
| }, | |
| "clip_vitb16 <-> dinov2_vitb14": { | |
| "s_local": 0.224, | |
| "s_global": 0.4886, | |
| "lambda": 0.4586, | |
| "tau": 0.0449, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0449, | |
| "tai": 0.3992, | |
| "perf_linear": 0.0079, | |
| "perf_best": 0.1059, | |
| "delta": 1.76, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2256 | |
| }, | |
| "clip_vitb16 <-> dinov2_vitg14": { | |
| "s_local": 0.198, | |
| "s_global": 0.4103, | |
| "lambda": 0.4825, | |
| "tau": 0.1047, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.1047, | |
| "tai": 0.0372, | |
| "perf_linear": 0.009, | |
| "perf_best": 0.0832, | |
| "delta": 2.214, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1996 | |
| }, | |
| "clip_vitb16 <-> dinov2_vitl14": { | |
| "s_local": 0.202, | |
| "s_global": 0.4092, | |
| "lambda": 0.4942, | |
| "tau": 0.0941, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0941, | |
| "tai": 0.5364, | |
| "perf_linear": 0.0084, | |
| "perf_best": 0.0411, | |
| "delta": 2.122, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2038 | |
| }, | |
| "clip_vitb16 <-> dinov2_vits14": { | |
| "s_local": 0.23, | |
| "s_global": 0.5223, | |
| "lambda": 0.4396, | |
| "tau": 0.0164, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0164, | |
| "tai": 0.2184, | |
| "perf_linear": 0.0051, | |
| "perf_best": 0.2433, | |
| "delta": 0.911, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2311 | |
| }, | |
| "clip_vitb16 <-> efficientnet_b0": { | |
| "s_local": 0.175, | |
| "s_global": 0.4978, | |
| "lambda": 0.3515, | |
| "tau": 0.0845, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0845, | |
| "tai": 0.3253, | |
| "perf_linear": 0.0057, | |
| "perf_best": 0.067, | |
| "delta": 1.388, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1766 | |
| }, | |
| "clip_vitb16 <-> mixer_b16_224": { | |
| "s_local": 0.146, | |
| "s_global": 0.478, | |
| "lambda": 0.3051, | |
| "tau": 0.0726, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0726, | |
| "tai": 0.1819, | |
| "perf_linear": 0.0045, | |
| "perf_best": 0.0619, | |
| "delta": 1.196, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1475 | |
| }, | |
| "clip_vitb16 <-> resnet101": { | |
| "s_local": 0.183, | |
| "s_global": 0.5628, | |
| "lambda": 0.3246, | |
| "tau": 0.0775, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0775, | |
| "tai": 0.2104, | |
| "perf_linear": 0.0079, | |
| "perf_best": 0.08, | |
| "delta": 1.753, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1843 | |
| }, | |
| "clip_vitb16 <-> resnet50": { | |
| "s_local": 0.164, | |
| "s_global": 0.5235, | |
| "lambda": 0.3139, | |
| "tau": 0.1145, | |
| "tau_a_to_b": 0.8535, | |
| "tau_b_to_a": 0.1145, | |
| "tai": 0.1516, | |
| "perf_linear": 0.0077, | |
| "perf_best": 0.067, | |
| "delta": 1.264, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.166 | |
| }, | |
| "clip_vitb16 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.231, | |
| "s_global": 0.5673, | |
| "lambda": 0.4068, | |
| "tau": 0.0404, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0404, | |
| "tai": 0.0206, | |
| "perf_linear": 0.0086, | |
| "perf_best": 0.2092, | |
| "delta": 1.558, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2323 | |
| }, | |
| "clip_vitb16 <-> vit_base_patch16_224": { | |
| "s_local": 0.193, | |
| "s_global": 0.5252, | |
| "lambda": 0.3676, | |
| "tau": 0.0185, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0185, | |
| "tai": 0.1275, | |
| "perf_linear": 0.0034, | |
| "perf_best": 0.1601, | |
| "delta": 0.929, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1947 | |
| }, | |
| "clip_vitb16 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.025, | |
| "s_global": 0.1245, | |
| "lambda": 0.1984, | |
| "tau": 0.003, | |
| "tau_a_to_b": 0.003, | |
| "tau_b_to_a": 0.0775, | |
| "tai": 0.5034, | |
| "perf_linear": 0.0013, | |
| "perf_best": 0.2213, | |
| "delta": 5.192, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0266 | |
| }, | |
| "clip_vitb16 <-> vit_large_patch16_224": { | |
| "s_local": 0.202, | |
| "s_global": 0.5175, | |
| "lambda": 0.3897, | |
| "tau": 0.0095, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0095, | |
| "tai": 0.378, | |
| "perf_linear": 0.0017, | |
| "perf_best": 0.1126, | |
| "delta": 0.82, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2032 | |
| }, | |
| "clip_vitb16 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.092, | |
| "s_global": 0.1912, | |
| "lambda": 0.4795, | |
| "tau": 0.0004, | |
| "tau_a_to_b": 0.0004, | |
| "tau_b_to_a": 0.5939, | |
| "tai": 0.375, | |
| "perf_linear": 0.0001, | |
| "perf_best": 0.2382, | |
| "delta": 1.942, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0935 | |
| }, | |
| "clip_vitb32 <-> clip_vitl14": { | |
| "s_local": 0.245, | |
| "s_global": 0.647, | |
| "lambda": 0.3794, | |
| "tau": 0.3298, | |
| "tau_a_to_b": 0.8328, | |
| "tau_b_to_a": 0.3298, | |
| "tai": 0.0656, | |
| "perf_linear": 0.1055, | |
| "perf_best": 0.299, | |
| "delta": 0.587, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.247 | |
| }, | |
| "clip_vitb32 <-> convnext_base": { | |
| "s_local": 0.207, | |
| "s_global": 0.5164, | |
| "lambda": 0.4002, | |
| "tau": 0.0145, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0145, | |
| "tai": 0.0148, | |
| "perf_linear": 0.003, | |
| "perf_best": 0.2026, | |
| "delta": 1.386, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2082 | |
| }, | |
| "clip_vitb32 <-> convnext_large": { | |
| "s_local": 0.208, | |
| "s_global": 0.504, | |
| "lambda": 0.4137, | |
| "tau": 0.0127, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0127, | |
| "tai": 0.1112, | |
| "perf_linear": 0.0027, | |
| "perf_best": 0.1918, | |
| "delta": 1.63, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2101 | |
| }, | |
| "clip_vitb32 <-> dinov2_vitb14": { | |
| "s_local": 0.197, | |
| "s_global": 0.4568, | |
| "lambda": 0.4317, | |
| "tau": 0.0308, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0308, | |
| "tai": 0.4151, | |
| "perf_linear": 0.0043, | |
| "perf_best": 0.0821, | |
| "delta": 1.746, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1988 | |
| }, | |
| "clip_vitb32 <-> dinov2_vitg14": { | |
| "s_local": 0.176, | |
| "s_global": 0.3755, | |
| "lambda": 0.4685, | |
| "tau": 0.0754, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0754, | |
| "tai": 0.068, | |
| "perf_linear": 0.005, | |
| "perf_best": 0.0618, | |
| "delta": 2.2, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1776 | |
| }, | |
| "clip_vitb32 <-> dinov2_vitl14": { | |
| "s_local": 0.18, | |
| "s_global": 0.3775, | |
| "lambda": 0.4755, | |
| "tau": 0.0715, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0715, | |
| "tai": 0.4849, | |
| "perf_linear": 0.0043, | |
| "perf_best": 0.0312, | |
| "delta": 2.108, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1812 | |
| }, | |
| "clip_vitb32 <-> dinov2_vits14": { | |
| "s_local": 0.211, | |
| "s_global": 0.4941, | |
| "lambda": 0.4272, | |
| "tau": 0.0099, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0099, | |
| "tai": 0.2115, | |
| "perf_linear": 0.0029, | |
| "perf_best": 0.2271, | |
| "delta": 0.897, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2126 | |
| }, | |
| "clip_vitb32 <-> efficientnet_b0": { | |
| "s_local": 0.173, | |
| "s_global": 0.4886, | |
| "lambda": 0.3541, | |
| "tau": 0.061, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.061, | |
| "tai": 0.378, | |
| "perf_linear": 0.0044, | |
| "perf_best": 0.0729, | |
| "delta": 1.374, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1747 | |
| }, | |
| "clip_vitb32 <-> mixer_b16_224": { | |
| "s_local": 0.15, | |
| "s_global": 0.472, | |
| "lambda": 0.3175, | |
| "tau": 0.0509, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0509, | |
| "tai": 0.194, | |
| "perf_linear": 0.0039, | |
| "perf_best": 0.0774, | |
| "delta": 1.182, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1516 | |
| }, | |
| "clip_vitb32 <-> resnet101": { | |
| "s_local": 0.177, | |
| "s_global": 0.5391, | |
| "lambda": 0.3289, | |
| "tau": 0.0698, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0698, | |
| "tai": 0.1949, | |
| "perf_linear": 0.0072, | |
| "perf_best": 0.0831, | |
| "delta": 1.739, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1789 | |
| }, | |
| "clip_vitb32 <-> resnet50": { | |
| "s_local": 0.168, | |
| "s_global": 0.5147, | |
| "lambda": 0.3271, | |
| "tau": 0.1145, | |
| "tau_a_to_b": 0.8248, | |
| "tau_b_to_a": 0.1145, | |
| "tai": 0.1974, | |
| "perf_linear": 0.0079, | |
| "perf_best": 0.0693, | |
| "delta": 1.25, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.17 | |
| }, | |
| "clip_vitb32 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.21, | |
| "s_global": 0.535, | |
| "lambda": 0.3927, | |
| "tau": 0.0284, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0284, | |
| "tai": 0.0066, | |
| "perf_linear": 0.0056, | |
| "perf_best": 0.1979, | |
| "delta": 1.544, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2116 | |
| }, | |
| "clip_vitb32 <-> vit_base_patch16_224": { | |
| "s_local": 0.18, | |
| "s_global": 0.4984, | |
| "lambda": 0.3605, | |
| "tau": 0.0082, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0082, | |
| "tai": 0.179, | |
| "perf_linear": 0.0016, | |
| "perf_best": 0.1546, | |
| "delta": 0.915, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1813 | |
| }, | |
| "clip_vitb32 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.026, | |
| "s_global": 0.1356, | |
| "lambda": 0.1916, | |
| "tau": 0.0032, | |
| "tau_a_to_b": 0.0032, | |
| "tau_b_to_a": 0.0866, | |
| "tai": 0.4719, | |
| "perf_linear": 0.0015, | |
| "perf_best": 0.2519, | |
| "delta": 5.206, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.028 | |
| }, | |
| "clip_vitb32 <-> vit_large_patch16_224": { | |
| "s_local": 0.184, | |
| "s_global": 0.4926, | |
| "lambda": 0.3728, | |
| "tau": 0.0049, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0049, | |
| "tai": 0.388, | |
| "perf_linear": 0.0008, | |
| "perf_best": 0.1012, | |
| "delta": 0.806, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1853 | |
| }, | |
| "clip_vitb32 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.097, | |
| "s_global": 0.2131, | |
| "lambda": 0.4565, | |
| "tau": 0.0002, | |
| "tau_a_to_b": 0.0002, | |
| "tau_b_to_a": 0.5945, | |
| "tai": 0.3581, | |
| "perf_linear": 0.0001, | |
| "perf_best": 0.2572, | |
| "delta": 1.956, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0991 | |
| }, | |
| "clip_vitl14 <-> convnext_base": { | |
| "s_local": 0.276, | |
| "s_global": 0.5991, | |
| "lambda": 0.4615, | |
| "tau": 0.0091, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0091, | |
| "tai": 0.0658, | |
| "perf_linear": 0.0017, | |
| "perf_best": 0.1841, | |
| "delta": 0.799, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2779 | |
| }, | |
| "clip_vitl14 <-> convnext_large": { | |
| "s_local": 0.286, | |
| "s_global": 0.5902, | |
| "lambda": 0.4839, | |
| "tau": 0.009, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.009, | |
| "tai": 0.0899, | |
| "perf_linear": 0.0019, | |
| "perf_best": 0.1926, | |
| "delta": 1.042, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.287 | |
| }, | |
| "clip_vitl14 <-> dinov2_vitb14": { | |
| "s_local": 0.287, | |
| "s_global": 0.5503, | |
| "lambda": 0.5221, | |
| "tau": 0.0121, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0121, | |
| "tai": 0.4941, | |
| "perf_linear": 0.0022, | |
| "perf_best": 0.0902, | |
| "delta": 1.158, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2887 | |
| }, | |
| "clip_vitl14 <-> dinov2_vitg14": { | |
| "s_local": 0.262, | |
| "s_global": 0.4764, | |
| "lambda": 0.5504, | |
| "tau": 0.0449, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0449, | |
| "tai": 0.0095, | |
| "perf_linear": 0.0051, | |
| "perf_best": 0.1145, | |
| "delta": 1.613, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2636 | |
| }, | |
| "clip_vitl14 <-> dinov2_vitl14": { | |
| "s_local": 0.269, | |
| "s_global": 0.4763, | |
| "lambda": 0.5644, | |
| "tau": 0.0297, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0297, | |
| "tai": 0.589, | |
| "perf_linear": 0.0032, | |
| "perf_best": 0.0445, | |
| "delta": 1.521, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2703 | |
| }, | |
| "clip_vitl14 <-> dinov2_vits14": { | |
| "s_local": 0.27, | |
| "s_global": 0.5637, | |
| "lambda": 0.4785, | |
| "tau": 0.0057, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0057, | |
| "tai": 0.3147, | |
| "perf_linear": 0.0015, | |
| "perf_best": 0.1836, | |
| "delta": 0.31, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2712 | |
| }, | |
| "clip_vitl14 <-> efficientnet_b0": { | |
| "s_local": 0.178, | |
| "s_global": 0.4991, | |
| "lambda": 0.3568, | |
| "tau": 0.0434, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0434, | |
| "tai": 0.3254, | |
| "perf_linear": 0.0014, | |
| "perf_best": 0.0328, | |
| "delta": 0.786, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1797 | |
| }, | |
| "clip_vitl14 <-> mixer_b16_224": { | |
| "s_local": 0.153, | |
| "s_global": 0.4987, | |
| "lambda": 0.3062, | |
| "tau": 0.0365, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0365, | |
| "tai": 0.1878, | |
| "perf_linear": 0.0012, | |
| "perf_best": 0.0259, | |
| "delta": 0.595, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1544 | |
| }, | |
| "clip_vitl14 <-> resnet101": { | |
| "s_local": 0.196, | |
| "s_global": 0.5821, | |
| "lambda": 0.337, | |
| "tau": 0.0539, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0539, | |
| "tai": 0.1171, | |
| "perf_linear": 0.0033, | |
| "perf_best": 0.0541, | |
| "delta": 1.152, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1977 | |
| }, | |
| "clip_vitl14 <-> resnet50": { | |
| "s_local": 0.167, | |
| "s_global": 0.5379, | |
| "lambda": 0.3099, | |
| "tau": 0.0961, | |
| "tau_a_to_b": 0.8217, | |
| "tau_b_to_a": 0.0961, | |
| "tai": 0.4364, | |
| "perf_linear": 0.0028, | |
| "perf_best": 0.0294, | |
| "delta": 0.663, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1683 | |
| }, | |
| "clip_vitl14 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.278, | |
| "s_global": 0.6086, | |
| "lambda": 0.4564, | |
| "tau": 0.0204, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0204, | |
| "tai": 0.0321, | |
| "perf_linear": 0.0037, | |
| "perf_best": 0.1764, | |
| "delta": 0.956, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2791 | |
| }, | |
| "clip_vitl14 <-> vit_base_patch16_224": { | |
| "s_local": 0.217, | |
| "s_global": 0.5553, | |
| "lambda": 0.3908, | |
| "tau": 0.0051, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0051, | |
| "tai": 0.2661, | |
| "perf_linear": 0.0007, | |
| "perf_best": 0.1004, | |
| "delta": 0.327, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2186 | |
| }, | |
| "clip_vitl14 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.024, | |
| "s_global": 0.1241, | |
| "lambda": 0.1908, | |
| "tau": 0.0032, | |
| "tau_a_to_b": 0.0032, | |
| "tau_b_to_a": 0.0951, | |
| "tai": 0.5978, | |
| "perf_linear": 0.0012, | |
| "perf_best": 0.1452, | |
| "delta": 5.793, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0256 | |
| }, | |
| "clip_vitl14 <-> vit_large_patch16_224": { | |
| "s_local": 0.256, | |
| "s_global": 0.5817, | |
| "lambda": 0.4398, | |
| "tau": 0.0046, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0046, | |
| "tai": 0.4485, | |
| "perf_linear": 0.0007, | |
| "perf_best": 0.0898, | |
| "delta": 0.219, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2573 | |
| }, | |
| "clip_vitl14 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.088, | |
| "s_global": 0.2026, | |
| "lambda": 0.4333, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.6784, | |
| "tai": 0.4334, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1773, | |
| "delta": 2.544, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0896 | |
| }, | |
| "convnext_base <-> convnext_large": { | |
| "s_local": 0.569, | |
| "s_global": 0.8469, | |
| "lambda": 0.6721, | |
| "tau": 0.8475, | |
| "tau_a_to_b": 0.8475, | |
| "tau_b_to_a": 0.9066, | |
| "tai": 0.0645, | |
| "perf_linear": 0.3942, | |
| "perf_best": 0.4651, | |
| "delta": 0.243, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.57 | |
| }, | |
| "convnext_base <-> dinov2_vitb14": { | |
| "s_local": 0.41, | |
| "s_global": 0.6692, | |
| "lambda": 0.6122, | |
| "tau": 0.2182, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.2182, | |
| "tai": 0.4712, | |
| "perf_linear": 0.0563, | |
| "perf_best": 0.1364, | |
| "delta": 0.359, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.4109 | |
| }, | |
| "convnext_base <-> dinov2_vitg14": { | |
| "s_local": 0.362, | |
| "s_global": 0.5917, | |
| "lambda": 0.6117, | |
| "tau": 0.3656, | |
| "tau_a_to_b": 0.4039, | |
| "tau_b_to_a": 0.3656, | |
| "tai": 0.0666, | |
| "perf_linear": 0.0716, | |
| "perf_best": 0.1829, | |
| "delta": 0.814, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3632 | |
| }, | |
| "convnext_base <-> dinov2_vitl14": { | |
| "s_local": 0.373, | |
| "s_global": 0.5893, | |
| "lambda": 0.6335, | |
| "tau": 0.1342, | |
| "tau_a_to_b": 0.608, | |
| "tau_b_to_a": 0.1342, | |
| "tai": 0.6185, | |
| "perf_linear": 0.0235, | |
| "perf_best": 0.0667, | |
| "delta": 0.722, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3746 | |
| }, | |
| "convnext_base <-> dinov2_vits14": { | |
| "s_local": 0.383, | |
| "s_global": 0.6568, | |
| "lambda": 0.5836, | |
| "tau": 0.2682, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.2682, | |
| "tai": 0.197, | |
| "perf_linear": 0.0905, | |
| "perf_best": 0.271, | |
| "delta": 0.489, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3845 | |
| }, | |
| "convnext_base <-> efficientnet_b0": { | |
| "s_local": 0.259, | |
| "s_global": 0.6041, | |
| "lambda": 0.4291, | |
| "tau": 0.3044, | |
| "tau_a_to_b": 0.3044, | |
| "tau_b_to_a": 0.9692, | |
| "tai": 0.0711, | |
| "perf_linear": 0.0317, | |
| "perf_best": 0.0967, | |
| "delta": 0.013, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2607 | |
| }, | |
| "convnext_base <-> mixer_b16_224": { | |
| "s_local": 0.212, | |
| "s_global": 0.5899, | |
| "lambda": 0.3596, | |
| "tau": 0.1651, | |
| "tau_a_to_b": 0.1651, | |
| "tau_b_to_a": 0.7586, | |
| "tai": 0.34, | |
| "perf_linear": 0.0088, | |
| "perf_best": 0.0534, | |
| "delta": 0.204, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2137 | |
| }, | |
| "convnext_base <-> resnet101": { | |
| "s_local": 0.305, | |
| "s_global": 0.705, | |
| "lambda": 0.4319, | |
| "tau": 0.3092, | |
| "tau_a_to_b": 0.3092, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.4415, | |
| "perf_linear": 0.0335, | |
| "perf_best": 0.1085, | |
| "delta": 0.353, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3059 | |
| }, | |
| "convnext_base <-> resnet50": { | |
| "s_local": 0.232, | |
| "s_global": 0.616, | |
| "lambda": 0.3769, | |
| "tau": 0.2342, | |
| "tau_a_to_b": 0.2342, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.025, | |
| "perf_linear": 0.0201, | |
| "perf_best": 0.0859, | |
| "delta": 0.136, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2337 | |
| }, | |
| "convnext_base <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.483, | |
| "s_global": 0.7817, | |
| "lambda": 0.6184, | |
| "tau": 0.7709, | |
| "tau_a_to_b": 0.7709, | |
| "tau_b_to_a": 0.8125, | |
| "tai": 0.0621, | |
| "perf_linear": 0.2808, | |
| "perf_best": 0.3643, | |
| "delta": 0.157, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.4844 | |
| }, | |
| "convnext_base <-> vit_base_patch16_224": { | |
| "s_local": 0.336, | |
| "s_global": 0.6964, | |
| "lambda": 0.482, | |
| "tau": 0.4549, | |
| "tau_a_to_b": 0.4549, | |
| "tau_b_to_a": 0.797, | |
| "tai": 0.1206, | |
| "perf_linear": 0.1056, | |
| "perf_best": 0.2321, | |
| "delta": 0.472, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.337 | |
| }, | |
| "convnext_base <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.025, | |
| "s_global": 0.1384, | |
| "lambda": 0.1792, | |
| "tau": 0.0028, | |
| "tau_a_to_b": 0.0028, | |
| "tau_b_to_a": 0.1686, | |
| "tai": 0.6604, | |
| "perf_linear": 0.0012, | |
| "perf_best": 0.1431, | |
| "delta": 6.592, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0268 | |
| }, | |
| "convnext_base <-> vit_large_patch16_224": { | |
| "s_local": 0.396, | |
| "s_global": 0.6934, | |
| "lambda": 0.5707, | |
| "tau": 0.1548, | |
| "tau_a_to_b": 0.1548, | |
| "tau_b_to_a": 0.6903, | |
| "tai": 0.3452, | |
| "perf_linear": 0.0296, | |
| "perf_best": 0.191, | |
| "delta": 0.58, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3969 | |
| }, | |
| "convnext_base <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.095, | |
| "s_global": 0.1963, | |
| "lambda": 0.482, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.4038, | |
| "tai": 0.4487, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1958, | |
| "delta": 3.343, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0965 | |
| }, | |
| "convnext_large <-> dinov2_vitb14": { | |
| "s_local": 0.416, | |
| "s_global": 0.6637, | |
| "lambda": 0.6266, | |
| "tau": 0.1975, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.1975, | |
| "tai": 0.3965, | |
| "perf_linear": 0.0506, | |
| "perf_best": 0.1547, | |
| "delta": 0.116, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.4171 | |
| }, | |
| "convnext_large <-> dinov2_vitg14": { | |
| "s_local": 0.377, | |
| "s_global": 0.5954, | |
| "lambda": 0.6325, | |
| "tau": 0.1723, | |
| "tau_a_to_b": 0.3268, | |
| "tau_b_to_a": 0.1723, | |
| "tai": 0.0552, | |
| "perf_linear": 0.0349, | |
| "perf_best": 0.2023, | |
| "delta": 0.57, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3778 | |
| }, | |
| "convnext_large <-> dinov2_vitl14": { | |
| "s_local": 0.386, | |
| "s_global": 0.5904, | |
| "lambda": 0.6546, | |
| "tau": 0.1338, | |
| "tau_a_to_b": 0.8296, | |
| "tau_b_to_a": 0.1338, | |
| "tai": 0.5241, | |
| "perf_linear": 0.0248, | |
| "perf_best": 0.0883, | |
| "delta": 0.479, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3877 | |
| }, | |
| "convnext_large <-> dinov2_vits14": { | |
| "s_local": 0.38, | |
| "s_global": 0.646, | |
| "lambda": 0.5886, | |
| "tau": 0.2375, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.2375, | |
| "tai": 0.1487, | |
| "perf_linear": 0.0748, | |
| "perf_best": 0.2681, | |
| "delta": 0.733, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3815 | |
| }, | |
| "convnext_large <-> efficientnet_b0": { | |
| "s_local": 0.255, | |
| "s_global": 0.5899, | |
| "lambda": 0.4318, | |
| "tau": 0.269, | |
| "tau_a_to_b": 0.269, | |
| "tau_b_to_a": 0.5363, | |
| "tai": 0.1671, | |
| "perf_linear": 0.0299, | |
| "perf_best": 0.0925, | |
| "delta": 0.256, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2562 | |
| }, | |
| "convnext_large <-> mixer_b16_224": { | |
| "s_local": 0.207, | |
| "s_global": 0.5802, | |
| "lambda": 0.3572, | |
| "tau": 0.1455, | |
| "tau_a_to_b": 0.1455, | |
| "tau_b_to_a": 0.5876, | |
| "tai": 0.1832, | |
| "perf_linear": 0.0097, | |
| "perf_best": 0.0665, | |
| "delta": 0.447, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2088 | |
| }, | |
| "convnext_large <-> resnet101": { | |
| "s_local": 0.297, | |
| "s_global": 0.688, | |
| "lambda": 0.432, | |
| "tau": 0.2889, | |
| "tau_a_to_b": 0.2889, | |
| "tau_b_to_a": 0.7933, | |
| "tai": 0.3186, | |
| "perf_linear": 0.0305, | |
| "perf_best": 0.1055, | |
| "delta": 0.109, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2986 | |
| }, | |
| "convnext_large <-> resnet50": { | |
| "s_local": 0.23, | |
| "s_global": 0.6027, | |
| "lambda": 0.3811, | |
| "tau": 0.2392, | |
| "tau_a_to_b": 0.2392, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.2137, | |
| "perf_linear": 0.0204, | |
| "perf_best": 0.0671, | |
| "delta": 0.38, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2312 | |
| }, | |
| "convnext_large <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.487, | |
| "s_global": 0.7755, | |
| "lambda": 0.6278, | |
| "tau": 0.7538, | |
| "tau_a_to_b": 0.8154, | |
| "tau_b_to_a": 0.7538, | |
| "tai": 0.0033, | |
| "perf_linear": 0.2857, | |
| "perf_best": 0.3777, | |
| "delta": 0.086, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.4878 | |
| }, | |
| "convnext_large <-> vit_base_patch16_224": { | |
| "s_local": 0.333, | |
| "s_global": 0.6845, | |
| "lambda": 0.4871, | |
| "tau": 0.5269, | |
| "tau_a_to_b": 0.5269, | |
| "tau_b_to_a": 0.7348, | |
| "tai": 0.0362, | |
| "perf_linear": 0.1308, | |
| "perf_best": 0.2482, | |
| "delta": 0.715, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.3347 | |
| }, | |
| "convnext_large <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.026, | |
| "s_global": 0.1405, | |
| "lambda": 0.1837, | |
| "tau": 0.0027, | |
| "tau_a_to_b": 0.0027, | |
| "tau_b_to_a": 0.1723, | |
| "tai": 0.6932, | |
| "perf_linear": 0.0012, | |
| "perf_best": 0.1369, | |
| "delta": 6.836, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0277 | |
| }, | |
| "convnext_large <-> vit_large_patch16_224": { | |
| "s_local": 0.41, | |
| "s_global": 0.6902, | |
| "lambda": 0.5936, | |
| "tau": 0.2073, | |
| "tau_a_to_b": 0.2073, | |
| "tau_b_to_a": 0.6798, | |
| "tai": 0.2469, | |
| "perf_linear": 0.0471, | |
| "perf_best": 0.2273, | |
| "delta": 0.824, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.4108 | |
| }, | |
| "convnext_large <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.096, | |
| "s_global": 0.1979, | |
| "lambda": 0.483, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.4124, | |
| "tai": 0.5056, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1863, | |
| "delta": 3.586, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0974 | |
| }, | |
| "dinov2_vitb14 <-> dinov2_vitg14": { | |
| "s_local": 0.479, | |
| "s_global": 0.6713, | |
| "lambda": 0.7129, | |
| "tau": 0.355, | |
| "tau_a_to_b": 0.355, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.3476, | |
| "perf_linear": 0.0982, | |
| "perf_best": 0.1806, | |
| "delta": 0.454, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.4797 | |
| }, | |
| "dinov2_vitb14 <-> dinov2_vitl14": { | |
| "s_local": 0.514, | |
| "s_global": 0.6823, | |
| "lambda": 0.7529, | |
| "tau": 0.4073, | |
| "tau_a_to_b": 0.4073, | |
| "tau_b_to_a": 0.8111, | |
| "tai": 0.0346, | |
| "perf_linear": 0.0701, | |
| "perf_best": 0.1662, | |
| "delta": 0.363, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.5147 | |
| }, | |
| "dinov2_vitb14 <-> dinov2_vits14": { | |
| "s_local": 0.461, | |
| "s_global": 0.7086, | |
| "lambda": 0.6503, | |
| "tau": 0.5372, | |
| "tau_a_to_b": 0.9308, | |
| "tau_b_to_a": 0.5372, | |
| "tai": 0.162, | |
| "perf_linear": 0.1646, | |
| "perf_best": 0.3065, | |
| "delta": 0.849, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.4619 | |
| }, | |
| "dinov2_vitb14 <-> efficientnet_b0": { | |
| "s_local": 0.22, | |
| "s_global": 0.5169, | |
| "lambda": 0.4262, | |
| "tau": 0.1618, | |
| "tau_a_to_b": 0.1618, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.8261, | |
| "perf_linear": 0.0074, | |
| "perf_best": 0.008, | |
| "delta": 0.372, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2218 | |
| }, | |
| "dinov2_vitb14 <-> mixer_b16_224": { | |
| "s_local": 0.176, | |
| "s_global": 0.4627, | |
| "lambda": 0.3794, | |
| "tau": 0.0878, | |
| "tau_a_to_b": 0.0878, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.4497, | |
| "perf_linear": 0.0013, | |
| "perf_best": 0.0084, | |
| "delta": 0.563, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1771 | |
| }, | |
| "dinov2_vitb14 <-> resnet101": { | |
| "s_local": 0.245, | |
| "s_global": 0.5659, | |
| "lambda": 0.4335, | |
| "tau": 0.2055, | |
| "tau_a_to_b": 0.2055, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.7091, | |
| "perf_linear": 0.0117, | |
| "perf_best": 0.0166, | |
| "delta": 0.006, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2468 | |
| }, | |
| "dinov2_vitb14 <-> resnet50": { | |
| "s_local": 0.193, | |
| "s_global": 0.4969, | |
| "lambda": 0.3889, | |
| "tau": 0.1525, | |
| "tau_a_to_b": 0.1525, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.8364, | |
| "perf_linear": 0.0078, | |
| "perf_best": 0.0083, | |
| "delta": 0.496, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1948 | |
| }, | |
| "dinov2_vitb14 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.392, | |
| "s_global": 0.6451, | |
| "lambda": 0.6071, | |
| "tau": 0.0816, | |
| "tau_a_to_b": 0.0816, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.4491, | |
| "perf_linear": 0.0178, | |
| "perf_best": 0.12, | |
| "delta": 0.202, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3928 | |
| }, | |
| "dinov2_vitb14 <-> vit_base_patch16_224": { | |
| "s_local": 0.287, | |
| "s_global": 0.558, | |
| "lambda": 0.5142, | |
| "tau": 0.1219, | |
| "tau_a_to_b": 0.1219, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.4562, | |
| "perf_linear": 0.0142, | |
| "perf_best": 0.0634, | |
| "delta": 0.831, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2883 | |
| }, | |
| "dinov2_vitb14 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.022, | |
| "s_global": 0.1168, | |
| "lambda": 0.1849, | |
| "tau": 0.0038, | |
| "tau_a_to_b": 0.0038, | |
| "tau_b_to_a": 0.3127, | |
| "tai": 0.8647, | |
| "perf_linear": 0.0012, | |
| "perf_best": 0.042, | |
| "delta": 6.952, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0235 | |
| }, | |
| "dinov2_vitb14 <-> vit_large_patch16_224": { | |
| "s_local": 0.374, | |
| "s_global": 0.5783, | |
| "lambda": 0.6463, | |
| "tau": 0.1323, | |
| "tau_a_to_b": 0.1323, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.1913, | |
| "perf_linear": 0.0172, | |
| "perf_best": 0.1054, | |
| "delta": 0.939, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.375 | |
| }, | |
| "dinov2_vitb14 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.086, | |
| "s_global": 0.1754, | |
| "lambda": 0.4902, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.7937, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0591, | |
| "delta": 3.702, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0878 | |
| }, | |
| "dinov2_vitg14 <-> dinov2_vitl14": { | |
| "s_local": 0.639, | |
| "s_global": 0.7816, | |
| "lambda": 0.8181, | |
| "tau": 0.5526, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.5526, | |
| "tai": 0.2547, | |
| "perf_linear": 0.2161, | |
| "perf_best": 0.2915, | |
| "delta": 0.091, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.6401 | |
| }, | |
| "dinov2_vitg14 <-> dinov2_vits14": { | |
| "s_local": 0.344, | |
| "s_global": 0.5505, | |
| "lambda": 0.625, | |
| "tau": 0.0995, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.0995, | |
| "tai": 0.3376, | |
| "perf_linear": 0.022, | |
| "perf_best": 0.1467, | |
| "delta": 1.303, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3453 | |
| }, | |
| "dinov2_vitg14 <-> efficientnet_b0": { | |
| "s_local": 0.184, | |
| "s_global": 0.4137, | |
| "lambda": 0.4438, | |
| "tau": 0.1942, | |
| "tau_a_to_b": 0.5353, | |
| "tau_b_to_a": 0.1942, | |
| "tai": 0.1809, | |
| "perf_linear": 0.0018, | |
| "perf_best": 0.0093, | |
| "delta": 0.826, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1852 | |
| }, | |
| "dinov2_vitg14 <-> mixer_b16_224": { | |
| "s_local": 0.154, | |
| "s_global": 0.3699, | |
| "lambda": 0.417, | |
| "tau": 0.326, | |
| "tau_a_to_b": 0.3672, | |
| "tau_b_to_a": 0.326, | |
| "tai": 0.5158, | |
| "perf_linear": 0.0017, | |
| "perf_best": 0.0047, | |
| "delta": 1.017, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1559 | |
| }, | |
| "dinov2_vitg14 <-> resnet101": { | |
| "s_local": 0.208, | |
| "s_global": 0.464, | |
| "lambda": 0.4487, | |
| "tau": 0.5712, | |
| "tau_a_to_b": 0.5854, | |
| "tau_b_to_a": 0.5712, | |
| "tai": 0.3493, | |
| "perf_linear": 0.0071, | |
| "perf_best": 0.0124, | |
| "delta": 0.461, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.2098 | |
| }, | |
| "dinov2_vitg14 <-> resnet50": { | |
| "s_local": 0.166, | |
| "s_global": 0.3953, | |
| "lambda": 0.4205, | |
| "tau": 0.3541, | |
| "tau_a_to_b": 0.3541, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.7258, | |
| "perf_linear": 0.0076, | |
| "perf_best": 0.0058, | |
| "delta": 0.95, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1679 | |
| }, | |
| "dinov2_vitg14 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.349, | |
| "s_global": 0.5751, | |
| "lambda": 0.6063, | |
| "tau": 0.1948, | |
| "tau_a_to_b": 0.1948, | |
| "tau_b_to_a": 0.4664, | |
| "tai": 0.088, | |
| "perf_linear": 0.0276, | |
| "perf_best": 0.1415, | |
| "delta": 0.656, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.35 | |
| }, | |
| "dinov2_vitg14 <-> vit_base_patch16_224": { | |
| "s_local": 0.253, | |
| "s_global": 0.4728, | |
| "lambda": 0.5347, | |
| "tau": 0.2689, | |
| "tau_a_to_b": 0.3589, | |
| "tau_b_to_a": 0.2689, | |
| "tai": 0.4663, | |
| "perf_linear": 0.0149, | |
| "perf_best": 0.0415, | |
| "delta": 1.285, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2543 | |
| }, | |
| "dinov2_vitg14 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.02, | |
| "s_global": 0.0901, | |
| "lambda": 0.218, | |
| "tau": 0.0041, | |
| "tau_a_to_b": 0.0041, | |
| "tau_b_to_a": 0.2696, | |
| "tai": 0.8972, | |
| "perf_linear": 0.0011, | |
| "perf_best": 0.0284, | |
| "delta": 7.406, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0216 | |
| }, | |
| "dinov2_vitg14 <-> vit_large_patch16_224": { | |
| "s_local": 0.369, | |
| "s_global": 0.5144, | |
| "lambda": 0.7165, | |
| "tau": 0.1623, | |
| "tau_a_to_b": 0.1623, | |
| "tau_b_to_a": 0.4235, | |
| "tai": 0.4367, | |
| "perf_linear": 0.0184, | |
| "perf_best": 0.1131, | |
| "delta": 1.394, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3698 | |
| }, | |
| "dinov2_vitg14 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.08, | |
| "s_global": 0.1461, | |
| "lambda": 0.5477, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.9384, | |
| "tai": 0.7575, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0549, | |
| "delta": 4.156, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0819 | |
| }, | |
| "dinov2_vitl14 <-> dinov2_vits14": { | |
| "s_local": 0.364, | |
| "s_global": 0.5665, | |
| "lambda": 0.6419, | |
| "tau": 0.1403, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.1403, | |
| "tai": 0.0557, | |
| "perf_linear": 0.0221, | |
| "perf_best": 0.1484, | |
| "delta": 1.211, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3649 | |
| }, | |
| "dinov2_vitl14 <-> efficientnet_b0": { | |
| "s_local": 0.191, | |
| "s_global": 0.4204, | |
| "lambda": 0.4546, | |
| "tau": 0.296, | |
| "tau_a_to_b": 0.296, | |
| "tau_b_to_a": 0.5955, | |
| "tai": 0.5299, | |
| "perf_linear": 0.0039, | |
| "perf_best": 0.0066, | |
| "delta": 0.735, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1927 | |
| }, | |
| "dinov2_vitl14 <-> mixer_b16_224": { | |
| "s_local": 0.157, | |
| "s_global": 0.3744, | |
| "lambda": 0.4203, | |
| "tau": 0.3167, | |
| "tau_a_to_b": 0.3167, | |
| "tau_b_to_a": 0.5567, | |
| "tai": 0.3812, | |
| "perf_linear": 0.0013, | |
| "perf_best": 0.0041, | |
| "delta": 0.926, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1591 | |
| }, | |
| "dinov2_vitl14 <-> resnet101": { | |
| "s_local": 0.217, | |
| "s_global": 0.4652, | |
| "lambda": 0.4662, | |
| "tau": 0.3696, | |
| "tau_a_to_b": 0.3696, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.6567, | |
| "perf_linear": 0.0099, | |
| "perf_best": 0.0092, | |
| "delta": 0.369, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2184 | |
| }, | |
| "dinov2_vitl14 <-> resnet50": { | |
| "s_local": 0.171, | |
| "s_global": 0.399, | |
| "lambda": 0.4279, | |
| "tau": 0.2237, | |
| "tau_a_to_b": 0.2237, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.7978, | |
| "perf_linear": 0.0062, | |
| "perf_best": 0.0056, | |
| "delta": 0.858, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1724 | |
| }, | |
| "dinov2_vitl14 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.357, | |
| "s_global": 0.569, | |
| "lambda": 0.6273, | |
| "tau": 0.0246, | |
| "tau_a_to_b": 0.0246, | |
| "tau_b_to_a": 0.8182, | |
| "tai": 0.6126, | |
| "perf_linear": 0.0032, | |
| "perf_best": 0.0501, | |
| "delta": 0.565, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3582 | |
| }, | |
| "dinov2_vitl14 <-> vit_base_patch16_224": { | |
| "s_local": 0.258, | |
| "s_global": 0.4764, | |
| "lambda": 0.5419, | |
| "tau": 0.3037, | |
| "tau_a_to_b": 0.3037, | |
| "tau_b_to_a": 0.571, | |
| "tai": 0.4128, | |
| "perf_linear": 0.0129, | |
| "perf_best": 0.025, | |
| "delta": 1.194, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2596 | |
| }, | |
| "dinov2_vitl14 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.02, | |
| "s_global": 0.0903, | |
| "lambda": 0.2218, | |
| "tau": 0.005, | |
| "tau_a_to_b": 0.005, | |
| "tau_b_to_a": 0.4174, | |
| "tai": 0.9266, | |
| "perf_linear": 0.0012, | |
| "perf_best": 0.0175, | |
| "delta": 7.314, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.022 | |
| }, | |
| "dinov2_vitl14 <-> vit_large_patch16_224": { | |
| "s_local": 0.369, | |
| "s_global": 0.5078, | |
| "lambda": 0.727, | |
| "tau": 0.1926, | |
| "tau_a_to_b": 0.1926, | |
| "tau_b_to_a": 0.6969, | |
| "tai": 0.1874, | |
| "perf_linear": 0.0156, | |
| "perf_best": 0.0659, | |
| "delta": 1.302, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3704 | |
| }, | |
| "dinov2_vitl14 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.079, | |
| "s_global": 0.1476, | |
| "lambda": 0.5353, | |
| "tau": 0.0001, | |
| "tau_a_to_b": 0.0001, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.8847, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0235, | |
| "delta": 4.065, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0808 | |
| }, | |
| "dinov2_vits14 <-> efficientnet_b0": { | |
| "s_local": 0.257, | |
| "s_global": 0.5826, | |
| "lambda": 0.4418, | |
| "tau": 0.0869, | |
| "tau_a_to_b": 0.0869, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.8129, | |
| "perf_linear": 0.0134, | |
| "perf_best": 0.0289, | |
| "delta": 0.477, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2588 | |
| }, | |
| "dinov2_vits14 <-> mixer_b16_224": { | |
| "s_local": 0.201, | |
| "s_global": 0.5155, | |
| "lambda": 0.3904, | |
| "tau": 0.0209, | |
| "tau_a_to_b": 0.0209, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.7311, | |
| "perf_linear": 0.0025, | |
| "perf_best": 0.0317, | |
| "delta": 0.286, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2028 | |
| }, | |
| "dinov2_vits14 <-> resnet101": { | |
| "s_local": 0.272, | |
| "s_global": 0.6153, | |
| "lambda": 0.4416, | |
| "tau": 0.1095, | |
| "tau_a_to_b": 0.1095, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.4239, | |
| "perf_linear": 0.0138, | |
| "perf_best": 0.0728, | |
| "delta": 0.842, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2731 | |
| }, | |
| "dinov2_vits14 <-> resnet50": { | |
| "s_local": 0.225, | |
| "s_global": 0.5644, | |
| "lambda": 0.3982, | |
| "tau": 0.0886, | |
| "tau_a_to_b": 0.0886, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.7009, | |
| "perf_linear": 0.0094, | |
| "perf_best": 0.0316, | |
| "delta": 0.353, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2262 | |
| }, | |
| "dinov2_vits14 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.375, | |
| "s_global": 0.6482, | |
| "lambda": 0.5791, | |
| "tau": 0.1523, | |
| "tau_a_to_b": 0.1523, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.1809, | |
| "perf_linear": 0.047, | |
| "perf_best": 0.2529, | |
| "delta": 0.647, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3766 | |
| }, | |
| "dinov2_vits14 <-> vit_base_patch16_224": { | |
| "s_local": 0.29, | |
| "s_global": 0.5833, | |
| "lambda": 0.4974, | |
| "tau": 0.0685, | |
| "tau_a_to_b": 0.0685, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.1595, | |
| "perf_linear": 0.017, | |
| "perf_best": 0.209, | |
| "delta": 0.018, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2915 | |
| }, | |
| "dinov2_vits14 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.024, | |
| "s_global": 0.144, | |
| "lambda": 0.1698, | |
| "tau": 0.003, | |
| "tau_a_to_b": 0.003, | |
| "tau_b_to_a": 0.1607, | |
| "tai": 0.6123, | |
| "perf_linear": 0.0014, | |
| "perf_best": 0.1763, | |
| "delta": 6.103, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0264 | |
| }, | |
| "dinov2_vits14 <-> vit_large_patch16_224": { | |
| "s_local": 0.323, | |
| "s_global": 0.5669, | |
| "lambda": 0.5701, | |
| "tau": 0.0768, | |
| "tau_a_to_b": 0.0768, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.0307, | |
| "perf_linear": 0.0151, | |
| "perf_best": 0.1971, | |
| "delta": 0.091, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3245 | |
| }, | |
| "dinov2_vits14 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.1, | |
| "s_global": 0.215, | |
| "lambda": 0.463, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.4342, | |
| "tai": 0.4894, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.2078, | |
| "delta": 2.853, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1013 | |
| }, | |
| "efficientnet_b0 <-> mixer_b16_224": { | |
| "s_local": 0.23, | |
| "s_global": 0.6006, | |
| "lambda": 0.3828, | |
| "tau": 0.6188, | |
| "tau_a_to_b": 0.9448, | |
| "tau_b_to_a": 0.6188, | |
| "tai": 0.5742, | |
| "perf_linear": 0.0318, | |
| "perf_best": 0.0337, | |
| "delta": 0.191, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.2314 | |
| }, | |
| "efficientnet_b0 <-> resnet101": { | |
| "s_local": 0.3, | |
| "s_global": 0.6931, | |
| "lambda": 0.4324, | |
| "tau": 0.5747, | |
| "tau_a_to_b": 0.5747, | |
| "tau_b_to_a": 0.8413, | |
| "tai": 0.3487, | |
| "perf_linear": 0.0428, | |
| "perf_best": 0.0744, | |
| "delta": 0.366, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.3011 | |
| }, | |
| "efficientnet_b0 <-> resnet50": { | |
| "s_local": 0.3, | |
| "s_global": 0.7025, | |
| "lambda": 0.4271, | |
| "tau": 0.4761, | |
| "tau_a_to_b": 0.4761, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.1264, | |
| "perf_linear": 0.043, | |
| "perf_best": 0.0902, | |
| "delta": 0.124, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3014 | |
| }, | |
| "efficientnet_b0 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.259, | |
| "s_global": 0.5962, | |
| "lambda": 0.4352, | |
| "tau": 0.3716, | |
| "tau_a_to_b": 0.8312, | |
| "tau_b_to_a": 0.3716, | |
| "tai": 0.275, | |
| "perf_linear": 0.0357, | |
| "perf_best": 0.0696, | |
| "delta": 0.17, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2609 | |
| }, | |
| "efficientnet_b0 <-> vit_base_patch16_224": { | |
| "s_local": 0.237, | |
| "s_global": 0.5973, | |
| "lambda": 0.3968, | |
| "tau": 0.3528, | |
| "tau_a_to_b": 0.8763, | |
| "tau_b_to_a": 0.3528, | |
| "tai": 0.4276, | |
| "perf_linear": 0.0384, | |
| "perf_best": 0.0623, | |
| "delta": 0.459, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2385 | |
| }, | |
| "efficientnet_b0 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.031, | |
| "s_global": 0.1905, | |
| "lambda": 0.1638, | |
| "tau": 0.004, | |
| "tau_a_to_b": 0.004, | |
| "tau_b_to_a": 0.2195, | |
| "tai": 0.5851, | |
| "perf_linear": 0.0015, | |
| "perf_best": 0.1512, | |
| "delta": 6.58, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0331 | |
| }, | |
| "efficientnet_b0 <-> vit_large_patch16_224": { | |
| "s_local": 0.207, | |
| "s_global": 0.523, | |
| "lambda": 0.3952, | |
| "tau": 0.2704, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.2704, | |
| "tai": 0.7966, | |
| "perf_linear": 0.0125, | |
| "perf_best": 0.0124, | |
| "delta": 0.567, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2083 | |
| }, | |
| "efficientnet_b0 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.109, | |
| "s_global": 0.2538, | |
| "lambda": 0.4307, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.5914, | |
| "tai": 0.4884, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1365, | |
| "delta": 3.33, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1111 | |
| }, | |
| "mixer_b16_224 <-> resnet101": { | |
| "s_local": 0.228, | |
| "s_global": 0.6747, | |
| "lambda": 0.3387, | |
| "tau": 0.5199, | |
| "tau_a_to_b": 0.5199, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.178, | |
| "perf_linear": 0.0306, | |
| "perf_best": 0.0484, | |
| "delta": 0.557, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.23 | |
| }, | |
| "mixer_b16_224 <-> resnet50": { | |
| "s_local": 0.229, | |
| "s_global": 0.6738, | |
| "lambda": 0.3392, | |
| "tau": 0.4262, | |
| "tau_a_to_b": 0.4262, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.4203, | |
| "perf_linear": 0.0322, | |
| "perf_best": 0.0439, | |
| "delta": 0.068, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2301 | |
| }, | |
| "mixer_b16_224 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.213, | |
| "s_global": 0.5843, | |
| "lambda": 0.3642, | |
| "tau": 0.2714, | |
| "tau_a_to_b": 0.6355, | |
| "tau_b_to_a": 0.2714, | |
| "tai": 0.2156, | |
| "perf_linear": 0.0133, | |
| "perf_best": 0.0491, | |
| "delta": 0.361, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2144 | |
| }, | |
| "mixer_b16_224 <-> vit_base_patch16_224": { | |
| "s_local": 0.225, | |
| "s_global": 0.6675, | |
| "lambda": 0.3376, | |
| "tau": 0.179, | |
| "tau_a_to_b": 0.4606, | |
| "tau_b_to_a": 0.179, | |
| "tai": 0.123, | |
| "perf_linear": 0.0205, | |
| "perf_best": 0.1003, | |
| "delta": 0.268, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2268 | |
| }, | |
| "mixer_b16_224 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.027, | |
| "s_global": 0.1234, | |
| "lambda": 0.2213, | |
| "tau": 0.0023, | |
| "tau_a_to_b": 0.0023, | |
| "tau_b_to_a": 0.1359, | |
| "tai": 0.5391, | |
| "perf_linear": 0.0008, | |
| "perf_best": 0.1559, | |
| "delta": 6.389, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0293 | |
| }, | |
| "mixer_b16_224 <-> vit_large_patch16_224": { | |
| "s_local": 0.184, | |
| "s_global": 0.5775, | |
| "lambda": 0.3186, | |
| "tau": 0.1801, | |
| "tau_a_to_b": 0.7399, | |
| "tau_b_to_a": 0.1801, | |
| "tai": 0.5523, | |
| "perf_linear": 0.0078, | |
| "perf_best": 0.0194, | |
| "delta": 0.376, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1856 | |
| }, | |
| "mixer_b16_224 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.097, | |
| "s_global": 0.209, | |
| "lambda": 0.4658, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.7736, | |
| "tai": 0.5366, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1161, | |
| "delta": 3.139, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0992 | |
| }, | |
| "resnet101 <-> resnet50": { | |
| "s_local": 0.319, | |
| "s_global": 0.7468, | |
| "lambda": 0.4278, | |
| "tau": 0.5445, | |
| "tau_a_to_b": 0.5445, | |
| "tau_b_to_a": 1.0, | |
| "tai": 0.24, | |
| "perf_linear": 0.0587, | |
| "perf_best": 0.082, | |
| "delta": 0.489, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.3208 | |
| }, | |
| "resnet101 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.294, | |
| "s_global": 0.6952, | |
| "lambda": 0.4222, | |
| "tau": 0.3606, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.3606, | |
| "tai": 0.329, | |
| "perf_linear": 0.0337, | |
| "perf_best": 0.0935, | |
| "delta": 0.196, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2949 | |
| }, | |
| "resnet101 <-> vit_base_patch16_224": { | |
| "s_local": 0.259, | |
| "s_global": 0.6843, | |
| "lambda": 0.3787, | |
| "tau": 0.3564, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.3564, | |
| "tai": 0.1731, | |
| "perf_linear": 0.0329, | |
| "perf_best": 0.0923, | |
| "delta": 0.824, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2606 | |
| }, | |
| "resnet101 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.03, | |
| "s_global": 0.144, | |
| "lambda": 0.2099, | |
| "tau": 0.0037, | |
| "tau_a_to_b": 0.0037, | |
| "tau_b_to_a": 0.2678, | |
| "tai": 0.7387, | |
| "perf_linear": 0.0012, | |
| "perf_best": 0.0858, | |
| "delta": 6.945, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0321 | |
| }, | |
| "resnet101 <-> vit_large_patch16_224": { | |
| "s_local": 0.234, | |
| "s_global": 0.6192, | |
| "lambda": 0.3779, | |
| "tau": 0.3229, | |
| "tau_a_to_b": 0.8867, | |
| "tau_b_to_a": 0.3229, | |
| "tai": 0.6101, | |
| "perf_linear": 0.0186, | |
| "perf_best": 0.0225, | |
| "delta": 0.933, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2355 | |
| }, | |
| "resnet101 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.106, | |
| "s_global": 0.2196, | |
| "lambda": 0.483, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.7346, | |
| "tai": 0.6172, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.0966, | |
| "delta": 3.696, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1078 | |
| }, | |
| "resnet50 <-> swin_base_patch4_window7_224": { | |
| "s_local": 0.232, | |
| "s_global": 0.6064, | |
| "lambda": 0.3826, | |
| "tau": 0.2863, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.2863, | |
| "tai": 0.259, | |
| "perf_linear": 0.0224, | |
| "perf_best": 0.0581, | |
| "delta": 0.294, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2335 | |
| }, | |
| "resnet50 <-> vit_base_patch16_224": { | |
| "s_local": 0.214, | |
| "s_global": 0.6391, | |
| "lambda": 0.3345, | |
| "tau": 0.2533, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.2533, | |
| "tai": 0.3858, | |
| "perf_linear": 0.022, | |
| "perf_best": 0.0533, | |
| "delta": 0.335, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.2153 | |
| }, | |
| "resnet50 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.036, | |
| "s_global": 0.1715, | |
| "lambda": 0.2107, | |
| "tau": 0.0038, | |
| "tau_a_to_b": 0.0038, | |
| "tau_b_to_a": 0.266, | |
| "tai": 0.7016, | |
| "perf_linear": 0.0014, | |
| "perf_best": 0.1115, | |
| "delta": 6.456, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.038 | |
| }, | |
| "resnet50 <-> vit_large_patch16_224": { | |
| "s_local": 0.189, | |
| "s_global": 0.5715, | |
| "lambda": 0.3313, | |
| "tau": 0.2387, | |
| "tau_a_to_b": 1.0, | |
| "tau_b_to_a": 0.2387, | |
| "tai": 0.8432, | |
| "perf_linear": 0.0142, | |
| "perf_best": 0.0094, | |
| "delta": 0.444, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1909 | |
| }, | |
| "resnet50 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.118, | |
| "s_global": 0.2724, | |
| "lambda": 0.4319, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.6797, | |
| "tai": 0.5969, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1066, | |
| "delta": 3.206, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1194 | |
| }, | |
| "swin_base_patch4_window7_224 <-> vit_base_patch16_224": { | |
| "s_local": 0.335, | |
| "s_global": 0.6761, | |
| "lambda": 0.4958, | |
| "tau": 0.5442, | |
| "tau_a_to_b": 0.5442, | |
| "tau_b_to_a": 0.712, | |
| "tai": 0.0609, | |
| "perf_linear": 0.1257, | |
| "perf_best": 0.231, | |
| "delta": 0.629, | |
| "regime": "Convergent", | |
| "raw_overlap": 0.3366 | |
| }, | |
| "swin_base_patch4_window7_224 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.026, | |
| "s_global": 0.149, | |
| "lambda": 0.177, | |
| "tau": 0.0037, | |
| "tau_a_to_b": 0.0037, | |
| "tau_b_to_a": 0.1569, | |
| "tai": 0.636, | |
| "perf_linear": 0.0015, | |
| "perf_best": 0.1459, | |
| "delta": 6.75, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0283 | |
| }, | |
| "swin_base_patch4_window7_224 <-> vit_large_patch16_224": { | |
| "s_local": 0.385, | |
| "s_global": 0.6726, | |
| "lambda": 0.5719, | |
| "tau": 0.187, | |
| "tau_a_to_b": 0.187, | |
| "tau_b_to_a": 0.6328, | |
| "tai": 0.3007, | |
| "perf_linear": 0.0343, | |
| "perf_best": 0.1835, | |
| "delta": 0.737, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3859 | |
| }, | |
| "swin_base_patch4_window7_224 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.1, | |
| "s_global": 0.2137, | |
| "lambda": 0.4693, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.4712, | |
| "tai": 0.4661, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1856, | |
| "delta": 3.5, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1021 | |
| }, | |
| "vit_base_patch16_224 <-> vit_base_patch16_224.mae": { | |
| "s_local": 0.027, | |
| "s_global": 0.1539, | |
| "lambda": 0.1724, | |
| "tau": 0.0024, | |
| "tau_a_to_b": 0.0024, | |
| "tau_b_to_a": 0.1956, | |
| "tai": 0.6625, | |
| "perf_linear": 0.001, | |
| "perf_best": 0.1404, | |
| "delta": 6.121, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0285 | |
| }, | |
| "vit_base_patch16_224 <-> vit_large_patch16_224": { | |
| "s_local": 0.302, | |
| "s_global": 0.6639, | |
| "lambda": 0.4548, | |
| "tau": 0.219, | |
| "tau_a_to_b": 0.219, | |
| "tau_b_to_a": 0.5333, | |
| "tai": 0.2405, | |
| "perf_linear": 0.0351, | |
| "perf_best": 0.1604, | |
| "delta": 0.108, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.3034 | |
| }, | |
| "vit_base_patch16_224 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.096, | |
| "s_global": 0.2167, | |
| "lambda": 0.4438, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.5298, | |
| "tai": 0.5205, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.1642, | |
| "delta": 2.871, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.098 | |
| }, | |
| "vit_base_patch16_224.mae <-> vit_large_patch16_224": { | |
| "s_local": 0.027, | |
| "s_global": 0.1716, | |
| "lambda": 0.1554, | |
| "tau": 0.0023, | |
| "tau_a_to_b": 0.4077, | |
| "tau_b_to_a": 0.0023, | |
| "tai": 0.8148, | |
| "perf_linear": 0.001, | |
| "perf_best": 0.0789, | |
| "delta": 6.012, | |
| "regime": "Divergent", | |
| "raw_overlap": 0.0286 | |
| }, | |
| "vit_base_patch16_224.mae <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.125, | |
| "s_global": 0.4191, | |
| "lambda": 0.2972, | |
| "tau": 0.0208, | |
| "tau_a_to_b": 0.0208, | |
| "tau_b_to_a": 0.3158, | |
| "tai": 0.1829, | |
| "perf_linear": 0.012, | |
| "perf_best": 0.5784, | |
| "delta": 3.25, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.1263 | |
| }, | |
| "vit_large_patch16_224 <-> vit_large_patch16_224.mae": { | |
| "s_local": 0.091, | |
| "s_global": 0.218, | |
| "lambda": 0.4178, | |
| "tau": 0.0, | |
| "tau_a_to_b": 0.0, | |
| "tau_b_to_a": 0.7922, | |
| "tai": 0.7149, | |
| "perf_linear": 0.0, | |
| "perf_best": 0.099, | |
| "delta": 2.763, | |
| "regime": "Local-Only", | |
| "raw_overlap": 0.0929 | |
| } | |
| }, | |
| "metadata": { | |
| "k": 10, | |
| "n_permutations": 100, | |
| "seed": 42, | |
| "n_models": 20 | |
| } | |
| } |