From a62cf4d2a99b4a7985c61b2a7feb92a82a8218b7 Mon Sep 17 00:00:00 2001 From: Yuren Hao Date: Sat, 1 Aug 2026 14:10:03 -0500 Subject: World Alignment: unpaired cross-modal correspondence by relational identifiability Method: scene states are sets of part states; relation fields are built within each modality and are invariant to how each side labels its own features; the cross-modal bridge is a coupling searched under an energy that is a closed-form functional of one matrix; solving is spectral initialisation followed by exact local refinement. Evidence: in a procedurally generated closed world, blind recovery of a hidden image-caption correspondence reaches 95.3% at 256 scenes against 0.39% chance, and the recovered pairs transfer to 200 held-out scenes at 93.0% exact retrieval with random-pair and shuffled-image controls at or near chance. Cross-modal value correspondence is derived from disjoint corpora rather than declared. On Visual Genome the field correlation reaches 0.656 against the 0.9 that polynomial recovery needs, with the deficit attributed away from segmentation and discretisation. Protocol: no image-text pair enters any objective, optimiser, initialisation, or model selection; hidden pairs score orderings only. Co-Authored-By: Claude --- artifacts/manifold_gate/anchor_battery.json | 40 + artifacts/manifold_gate/attention_probe_full.json | 111 + artifacts/manifold_gate/bundle_channel_audit.json | 18 + artifacts/manifold_gate/confirm_flickr_k256.json | 471 ++ artifacts/manifold_gate/confirm_vg_ctx_k128.json | 471 ++ artifacts/manifold_gate/confirm_vg_ctx_k256.json | 471 ++ artifacts/manifold_gate/confirm_vg_ctx_k64.json | 471 ++ artifacts/manifold_gate/confirm_vg_k128_seed0.json | 476 ++ artifacts/manifold_gate/confirm_vg_k128_seed1.json | 476 ++ artifacts/manifold_gate/confirm_vg_k128_seed2.json | 471 ++ artifacts/manifold_gate/confirm_vg_k256_seed0.json | 471 ++ artifacts/manifold_gate/confirm_vg_k256_seed1.json | 471 ++ artifacts/manifold_gate/confirm_vg_k256_seed2.json | 471 ++ .../manifold_gate/content_gate_flickr_k128.json | 357 ++ .../manifold_gate/content_gate_flickr_k16.json | 367 ++ .../manifold_gate/content_gate_flickr_k32.json | 362 ++ artifacts/manifold_gate/content_gate_vg_k128.json | 357 ++ artifacts/manifold_gate/content_gate_vg_k16.json | 382 ++ artifacts/manifold_gate/content_gate_vg_k32.json | 362 ++ artifacts/manifold_gate/content_projection.json | 83 + artifacts/manifold_gate/flickr_test1000_orbit.json | 2909 +++++++++++ artifacts/manifold_gate/flickr_test512_orbit.json | 1837 +++++++ artifacts/manifold_gate/flickr_test512_single.json | 1812 +++++++ artifacts/manifold_gate/flickr_val512_orbit.json | 1832 +++++++ artifacts/manifold_gate/recovery_scale_n1024.json | 67 + artifacts/manifold_gate/recovery_scale_n2048.json | 67 + .../manifold_gate/recovery_scale_n2048_long.json | 67 + artifacts/manifold_gate/recovery_unary_lam0.5.json | 73 + artifacts/manifold_gate/recovery_unary_lam2.0.json | 73 + .../recovery_unary_lam2_unaryinit.json | 73 + artifacts/manifold_gate/recovery_unary_lam8.0.json | 73 + .../manifold_gate/recovery_vg_ctx_k128_seed0.json | 145 + .../manifold_gate/recovery_vg_k128_seed0.json | 145 + .../manifold_gate/recovery_vg_k256_seed0.json | 145 + artifacts/manifold_gate/resolution_audit.json | 86 + .../manifold_gate/ricci_flickr_test512_orbit.json | 1327 +++++ .../manifold_gate/ricci_vg512_region_seed0.json | 819 +++ artifacts/manifold_gate/spectral_localization.json | 10 + .../manifold_gate/vg5000_region_closed_scalar.json | 5381 ++++++++++++++++++++ .../vg5000_visible_relations_scalar.json | 5381 ++++++++++++++++++++ .../vg512_region_closed_seed0_bundle.json | 1103 ++++ .../vg512_region_closed_seed0_scalar.json | 1155 +++++ .../vg512_region_closed_seed1_bundle.json | 1108 ++++ .../vg512_region_closed_seed1_scalar.json | 1155 +++++ .../vg512_region_closed_seed2_bundle.json | 1108 ++++ .../vg512_region_closed_seed2_scalar.json | 1160 +++++ .../vg512_visible_relations_seed0_bundle.json | 1103 ++++ .../vg512_visible_relations_seed0_scalar.json | 1145 +++++ .../vg512_visible_relations_seed1_bundle.json | 1088 ++++ .../vg512_visible_relations_seed1_scalar.json | 1150 +++++ .../vg512_visible_relations_seed2_bundle.json | 1103 ++++ .../vg512_visible_relations_seed2_scalar.json | 1145 +++++ artifacts/manifold_gate/vg_view_probe_full.json | 24 + artifacts/manifold_gate/vg_view_probe_smoke.json | 24 + artifacts/manifold_gate/view_anchor_affinity.json | 81 + .../manifold_gate/view_anchor_affinity_v2.json | 81 + .../manifold_gate/view_anchor_battery_v2.json | 38 + .../manifold_gate/view_anchor_battery_v3.json | 39 + artifacts/manifold_gate/view_gate_full.json | 114 + 59 files changed, 43405 insertions(+) create mode 100644 artifacts/manifold_gate/anchor_battery.json create mode 100644 artifacts/manifold_gate/attention_probe_full.json create mode 100644 artifacts/manifold_gate/bundle_channel_audit.json create mode 100644 artifacts/manifold_gate/confirm_flickr_k256.json create mode 100644 artifacts/manifold_gate/confirm_vg_ctx_k128.json create mode 100644 artifacts/manifold_gate/confirm_vg_ctx_k256.json create mode 100644 artifacts/manifold_gate/confirm_vg_ctx_k64.json create mode 100644 artifacts/manifold_gate/confirm_vg_k128_seed0.json create mode 100644 artifacts/manifold_gate/confirm_vg_k128_seed1.json create mode 100644 artifacts/manifold_gate/confirm_vg_k128_seed2.json create mode 100644 artifacts/manifold_gate/confirm_vg_k256_seed0.json create mode 100644 artifacts/manifold_gate/confirm_vg_k256_seed1.json create mode 100644 artifacts/manifold_gate/confirm_vg_k256_seed2.json create mode 100644 artifacts/manifold_gate/content_gate_flickr_k128.json create mode 100644 artifacts/manifold_gate/content_gate_flickr_k16.json create mode 100644 artifacts/manifold_gate/content_gate_flickr_k32.json create mode 100644 artifacts/manifold_gate/content_gate_vg_k128.json create mode 100644 artifacts/manifold_gate/content_gate_vg_k16.json create mode 100644 artifacts/manifold_gate/content_gate_vg_k32.json create mode 100644 artifacts/manifold_gate/content_projection.json create mode 100644 artifacts/manifold_gate/flickr_test1000_orbit.json create mode 100644 artifacts/manifold_gate/flickr_test512_orbit.json create mode 100644 artifacts/manifold_gate/flickr_test512_single.json create mode 100644 artifacts/manifold_gate/flickr_val512_orbit.json create mode 100644 artifacts/manifold_gate/recovery_scale_n1024.json create mode 100644 artifacts/manifold_gate/recovery_scale_n2048.json create mode 100644 artifacts/manifold_gate/recovery_scale_n2048_long.json create mode 100644 artifacts/manifold_gate/recovery_unary_lam0.5.json create mode 100644 artifacts/manifold_gate/recovery_unary_lam2.0.json create mode 100644 artifacts/manifold_gate/recovery_unary_lam2_unaryinit.json create mode 100644 artifacts/manifold_gate/recovery_unary_lam8.0.json create mode 100644 artifacts/manifold_gate/recovery_vg_ctx_k128_seed0.json create mode 100644 artifacts/manifold_gate/recovery_vg_k128_seed0.json create mode 100644 artifacts/manifold_gate/recovery_vg_k256_seed0.json create mode 100644 artifacts/manifold_gate/resolution_audit.json create mode 100644 artifacts/manifold_gate/ricci_flickr_test512_orbit.json create mode 100644 artifacts/manifold_gate/ricci_vg512_region_seed0.json create mode 100644 artifacts/manifold_gate/spectral_localization.json create mode 100644 artifacts/manifold_gate/vg5000_region_closed_scalar.json create mode 100644 artifacts/manifold_gate/vg5000_visible_relations_scalar.json create mode 100644 artifacts/manifold_gate/vg512_region_closed_seed0_bundle.json create mode 100644 artifacts/manifold_gate/vg512_region_closed_seed0_scalar.json create mode 100644 artifacts/manifold_gate/vg512_region_closed_seed1_bundle.json create mode 100644 artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json create mode 100644 artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json create mode 100644 artifacts/manifold_gate/vg512_region_closed_seed2_scalar.json create mode 100644 artifacts/manifold_gate/vg512_visible_relations_seed0_bundle.json create mode 100644 artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json create mode 100644 artifacts/manifold_gate/vg512_visible_relations_seed1_bundle.json create mode 100644 artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json create mode 100644 artifacts/manifold_gate/vg512_visible_relations_seed2_bundle.json create mode 100644 artifacts/manifold_gate/vg512_visible_relations_seed2_scalar.json create mode 100644 artifacts/manifold_gate/vg_view_probe_full.json create mode 100644 artifacts/manifold_gate/vg_view_probe_smoke.json create mode 100644 artifacts/manifold_gate/view_anchor_affinity.json create mode 100644 artifacts/manifold_gate/view_anchor_affinity_v2.json create mode 100644 artifacts/manifold_gate/view_anchor_battery_v2.json create mode 100644 artifacts/manifold_gate/view_anchor_battery_v3.json create mode 100644 artifacts/manifold_gate/view_gate_full.json (limited to 'artifacts/manifold_gate') diff --git a/artifacts/manifold_gate/anchor_battery.json 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Lexicon-to-physics maps are frozen world knowledge, declared before evaluation.", + "nodes": 5000, + "anchors": { + "color_histogram": { + "informative_text_fraction": 0.818, + "matched_mean": 0.4096606182992058, + "shuffled_mean": 0.29379064507043284, + "matched_minus_shuffled_z": 20.864018577857436 + }, + "chroma": { + "true_pairing_spearman": 0.13936140845445633 + }, + "light": { + "true_pairing_spearman": 0.07024794847391795 + }, + "size": { + "true_pairing_spearman": 0.0021239990289599483 + }, + "numerals_vs_area": { + "true_pairing_spearman": 0.04819725024789003 + } + }, + "combined_unary": { + "channels": [ + "color", + "chroma", + "light", + "size", + "numerals_vs_area" + ], + "matched_mean": 0.11238861179672217, + "grand_mean": -1.4522811397910117e-16, + "true_z": 17.22028281449666, + "retrieval_r@10": 0.0042, + "retrieval_r@100": 0.0396, + "median_rank": 1970.5, + "chance_r@10": 0.002 + } +} \ No newline at end of file diff --git a/artifacts/manifold_gate/attention_probe_full.json b/artifacts/manifold_gate/attention_probe_full.json new file mode 100644 index 0000000..22d067a --- /dev/null +++ b/artifacts/manifold_gate/attention_probe_full.json @@ -0,0 +1,111 @@ +{ + "protocol": "Replayed view truth, evaluation-only. Each cell is the within-node cross-modal Spearman of relation fields at the true view correspondence, against a shuffled-view control.", + "nodes": 5000, + "baseline_isolated_cosine": { + "matched_mean": 0.1279621422290802, + "shuffled_mean": -0.002400045981630683, + "gap_z": 46.60123062133789 + }, + "channels": { + "text_attn_g0 x vision_attn_g0": { + "matched_mean": 0.0246360395103693, + "shuffled_mean": 0.0018186916131526232, + "gap_z": 7.828590393066406 + }, + "text_attn_g0 x vision_attn_g1": { + "matched_mean": 0.02522178180515766, + "shuffled_mean": 0.0023200020659714937, + "gap_z": 7.974187850952148 + }, + "text_attn_g0 x vision_attn_g2": { + "matched_mean": 0.026846596971154213, + "shuffled_mean": 0.003111843252554536, + "gap_z": 8.169827461242676 + }, + "text_attn_g0 x vision_ctx_cos": { + "matched_mean": 0.03297057002782822, + "shuffled_mean": 0.0029256935231387615, + "gap_z": 9.99555492401123 + }, + "text_attn_g1 x vision_attn_g0": { + "matched_mean": 0.058189209550619125, + 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a/artifacts/manifold_gate/spectral_localization.json b/artifacts/manifold_gate/spectral_localization.json new file mode 100644 index 0000000..dc2a002 --- /dev/null +++ b/artifacts/manifold_gate/spectral_localization.json @@ -0,0 +1,10 @@ +{ + "2": 0.3149, + "4": 0.3606, + "8": 0.361, + "16": 0.3672, + "32": 0.3521, + "64": 0.3355, + "128": 0.3215, + "384": 0.3152 +} \ No newline at end of file diff --git a/artifacts/manifold_gate/vg5000_region_closed_scalar.json b/artifacts/manifold_gate/vg5000_region_closed_scalar.json new file mode 100644 index 0000000..19e127c --- /dev/null +++ b/artifacts/manifold_gate/vg5000_region_closed_scalar.json @@ -0,0 +1,5381 @@ +{ + "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. 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mode 100644 index 0000000..efaa7ab --- /dev/null +++ b/artifacts/manifold_gate/vg512_region_closed_seed0_bundle.json @@ -0,0 +1,1103 @@ +{ + "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. 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a/artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json b/artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json new file mode 100644 index 0000000..41b6ae1 --- /dev/null +++ b/artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json @@ -0,0 +1,1108 @@ +{ + "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. 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diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json b/artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json new file mode 100644 index 0000000..e3d6bf5 --- /dev/null +++ b/artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json @@ -0,0 +1,1150 @@ +{ + "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. 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0000000..7c0e16e --- /dev/null +++ b/artifacts/manifold_gate/vg_view_probe_full.json @@ -0,0 +1,24 @@ +{ + "protocol": "View permutations are replayed from the preparation seed and verified against released phrase bundles; they are used only for evaluation. The coarse frame uses truth-aligned node states, so profile matching is an upper bound on what a recovered node alignment would enable.", + "nodes": 5000, + "verified_fraction": 1.0, + "within_node_relation": { + "matched_spearman_mean": 0.1279621422290802, + "matched_spearman_std": 0.15573246777057648, + "shuffled_spearman_mean": -0.002400045981630683, + "shuffled_spearman_std": 0.12127704918384552, + "gap_z_across_nodes": 46.60123062133789 + }, + "coarse_frame_view_matching": { + "context_nodes": 1000, + "accuracy": 0.1447875, + "top3_accuracy": 0.295325, + "chance": 0.0625, + "matched_profile_corr_mean": 0.13983307778835297, + "mismatched_profile_corr_mean": 0.10809223353862762 + }, + "within_node_relational_floor": { + "accuracy": 0.0, + "chance": 0.0625 + } +} \ No newline at end of file diff --git a/artifacts/manifold_gate/vg_view_probe_smoke.json b/artifacts/manifold_gate/vg_view_probe_smoke.json new file mode 100644 index 0000000..1f5a862 --- /dev/null +++ b/artifacts/manifold_gate/vg_view_probe_smoke.json @@ -0,0 +1,24 @@ +{ + "protocol": "View permutations are replayed from the preparation seed and verified against released phrase bundles; they are used only for evaluation. The coarse frame uses truth-aligned node states, so profile matching is an upper bound on what a recovered node alignment would enable.", + "nodes": 200, + "verified_fraction": 1.0, + "within_node_relation": { + "matched_spearman_mean": 0.12059956789016724, + "matched_spearman_std": 0.14747409522533417, + "shuffled_spearman_mean": 0.0012306597782298923, + "shuffled_spearman_std": 0.12244220823049545, + "gap_z_across_nodes": 8.628554344177246 + }, + "coarse_frame_view_matching": { + "context_nodes": 200, + "accuracy": 0.1290625, + "top3_accuracy": 0.2734375, + "chance": 0.0625, + "matched_profile_corr_mean": 0.16418620944023132, + "mismatched_profile_corr_mean": 0.13492891192436218 + }, + "within_node_relational_floor": { + "accuracy": 0.07, + "chance": 0.0625 + } +} \ No newline at end of file diff --git a/artifacts/manifold_gate/view_anchor_affinity.json b/artifacts/manifold_gate/view_anchor_affinity.json new file mode 100644 index 0000000..0b5bd0f --- /dev/null +++ b/artifacts/manifold_gate/view_anchor_affinity.json @@ -0,0 +1,81 @@ +{ + "protocol": "Node affinity is the Hungarian value of the per-pair view anchor matrix (plus optional fixed-assignment relational agreement). Hidden pairs score retrieval and seeds only.", + "samples": 512, + "subsets": [ + { + "subset_seed": 0, + "anchors_only": { + "r@1": 0.0078125, + "r@5": 0.0546875, + "r@10": 0.083984375, + "median_rank": 122.0, + "true_z": 16.520000457763672, + "hungarian_accuracy": 0.021484375, + "mutual_nn_count": 24, + "mutual_nn_precision": 0.041666666666666664, + "top_margin_decile_precision": 0.0196078431372549 + }, + "anchors_plus_relational": { + "r@1": 0.015625, + "r@5": 0.03515625, + "r@10": 0.056640625, + "median_rank": 182.0, + "true_z": 10.813359260559082, + "hungarian_accuracy": 0.009765625, + "mutual_nn_count": 103, + "mutual_nn_precision": 0.02912621359223301, + "top_margin_decile_precision": 0.0392156862745098 + } + }, + { + "subset_seed": 1, + "anchors_only": { + "r@1": 0.015625, + "r@5": 0.0546875, + "r@10": 0.0859375, + "median_rank": 113.0, + "true_z": 15.829373359680176, + "hungarian_accuracy": 0.025390625, + "mutual_nn_count": 14, + "mutual_nn_precision": 0.07142857142857142, + "top_margin_decile_precision": 0.0392156862745098 + }, + "anchors_plus_relational": { + "r@1": 0.017578125, + "r@5": 0.0390625, + "r@10": 0.060546875, + "median_rank": 173.0, + "true_z": 10.927990913391113, + "hungarian_accuracy": 0.013671875, + "mutual_nn_count": 93, + "mutual_nn_precision": 0.043010752688172046, + "top_margin_decile_precision": 0.0392156862745098 + } + }, + { + "subset_seed": 2, + "anchors_only": { + "r@1": 0.013671875, + "r@5": 0.048828125, + "r@10": 0.095703125, + "median_rank": 114.0, + "true_z": 17.505258560180664, + "hungarian_accuracy": 0.01171875, + "mutual_nn_count": 26, + "mutual_nn_precision": 0.07692307692307693, + "top_margin_decile_precision": 0.0196078431372549 + }, + "anchors_plus_relational": { + "r@1": 0.0, + "r@5": 0.037109375, + "r@10": 0.080078125, + "median_rank": 181.0, + "true_z": 10.154533386230469, + "hungarian_accuracy": 0.00390625, + "mutual_nn_count": 123, + "mutual_nn_precision": 0.0, + "top_margin_decile_precision": 0.0 + } + } + ] +} \ No newline at end of file diff --git a/artifacts/manifold_gate/view_anchor_affinity_v2.json b/artifacts/manifold_gate/view_anchor_affinity_v2.json new file mode 100644 index 0000000..c3f9d49 --- /dev/null +++ b/artifacts/manifold_gate/view_anchor_affinity_v2.json @@ -0,0 +1,81 @@ +{ + "protocol": "Node affinity is the Hungarian value of the per-pair view anchor matrix (plus optional fixed-assignment relational agreement). Hidden pairs score retrieval and seeds only.", + "samples": 512, + "subsets": [ + { + "subset_seed": 0, + "anchors_only": { + "r@1": 0.01171875, + "r@5": 0.0546875, + "r@10": 0.091796875, + "median_rank": 123.0, + "true_z": 16.633230209350586, + "hungarian_accuracy": 0.021484375, + "mutual_nn_count": 21, + "mutual_nn_precision": 0.047619047619047616, + "top_margin_decile_precision": 0.0196078431372549 + }, + "anchors_plus_relational": { + "r@1": 0.017578125, + "r@5": 0.037109375, + "r@10": 0.05859375, + "median_rank": 183.0, + "true_z": 11.108220100402832, + "hungarian_accuracy": 0.0078125, + "mutual_nn_count": 111, + "mutual_nn_precision": 0.02702702702702703, + "top_margin_decile_precision": 0.058823529411764705 + } + }, + { + "subset_seed": 1, + "anchors_only": { + "r@1": 0.015625, + "r@5": 0.056640625, + "r@10": 0.0859375, + "median_rank": 113.0, + "true_z": 15.993863105773926, + "hungarian_accuracy": 0.0234375, + "mutual_nn_count": 15, + "mutual_nn_precision": 0.0, + "top_margin_decile_precision": 0.0392156862745098 + }, + "anchors_plus_relational": { + "r@1": 0.017578125, + "r@5": 0.03125, + "r@10": 0.05078125, + "median_rank": 178.0, + "true_z": 10.917337417602539, + "hungarian_accuracy": 0.01171875, + "mutual_nn_count": 93, + "mutual_nn_precision": 0.043010752688172046, + "top_margin_decile_precision": 0.0392156862745098 + } + }, + { + "subset_seed": 2, + "anchors_only": { + "r@1": 0.01171875, + "r@5": 0.0546875, + "r@10": 0.095703125, + "median_rank": 117.0, + "true_z": 17.309133529663086, + "hungarian_accuracy": 0.009765625, + "mutual_nn_count": 25, + "mutual_nn_precision": 0.04, + "top_margin_decile_precision": 0.0196078431372549 + }, + "anchors_plus_relational": { + "r@1": 0.001953125, + "r@5": 0.0390625, + "r@10": 0.072265625, + "median_rank": 176.0, + "true_z": 11.228828430175781, + "hungarian_accuracy": 0.001953125, + "mutual_nn_count": 128, + "mutual_nn_precision": 0.0, + "top_margin_decile_precision": 0.0 + } + } + ] +} \ No newline at end of file diff --git a/artifacts/manifold_gate/view_anchor_battery_v2.json b/artifacts/manifold_gate/view_anchor_battery_v2.json new file mode 100644 index 0000000..cc4f0ec --- /dev/null +++ b/artifacts/manifold_gate/view_anchor_battery_v2.json @@ -0,0 +1,38 @@ +{ + "protocol": "Per-view anchors and frame-free structural signatures; replayed view truth scores matching only. No node pairs, no coarse frame.", + "nodes": 5000, + "chance": 0.0625, + "true_frame_profile_baseline": 0.1448, + "channel_coverage_mean": { + "color": 0.3866875, + "size": 0.0433125, + "light": 0.1966125, + "horizontal": 0.0085375 + }, + "anchor_matched_vs_shuffled_z": 62.52482424776634, + "view_matching_accuracy": { + "anchors": 0.1142625, + "structure": 0.0729125, + "anchors_plus_structure": 0.1089375 + }, + "informative_view_accuracy": 0.1700989645901264, + "informative_view_count": 34962, + "seed_calibration": { + "top_1%_margin": { + "count": 349, + "precision": 0.35816618911174786 + }, + "top_5%_margin": { + "count": 1748, + "precision": 0.24542334096109839 + }, + "top_10%_margin": { + "count": 3496, + "precision": 0.221395881006865 + }, + "top_25%_margin": { + "count": 8740, + "precision": 0.20720823798627003 + } + } +} \ No newline at end of file diff --git a/artifacts/manifold_gate/view_anchor_battery_v3.json b/artifacts/manifold_gate/view_anchor_battery_v3.json new file mode 100644 index 0000000..18a223b --- /dev/null +++ b/artifacts/manifold_gate/view_anchor_battery_v3.json @@ -0,0 +1,39 @@ +{ + "protocol": "Per-view anchors and frame-free structural signatures; replayed view truth scores matching only. 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Part A gates orderings at the true view assignment given the true coarse frame (upper bound); part B matches internal fields blind, with no frame and no pooled vectors, and uses hidden pairs only for scoring.", + "part_a_view_ordering": { + "nodes": 5000, + "context_nodes": 1000, + "e1_within_node_relational": { + "improving_fraction_mean": 0.31985, + "strict_local_min_nodes": 0.0 + }, + "e2_coarse_frame_profile": { + "improving_fraction_mean": 0.28293666666666667, + "strict_local_min_nodes": 0.0 + }, + "joint": { + "lambda_0.5": { + "improving_fraction_mean": 0.27108499999999996, + "strict_local_min_nodes": 0.0 + }, + "lambda_2.0": { + "improving_fraction_mean": 0.2549633333333333, + "strict_local_min_nodes": 0.0 + } + } + }, + "part_b_structured_affinity": [ + { + "subset_seed": 0, + "nodes": 512, + "retrieval_null_corrected_centered": { + "r@1": 0.0, + "r@5": 0.01171875, + "r@10": 0.01953125, + "median_rank": 253.0, + "chance_r@1": 0.001953125 + }, + "retrieval_raw": { + "r@10": 0.021484375, + "median_rank": 241.0 + }, + "retrieval_signature_only": { + "r@10": 0.01953125, + "true_z": -0.021160447970032692 + }, + "linear_assignment_energy_null_corrected": { + "true_mean_cost": -0.32414552569389343, + "random_mean_cost": -0.31858623027801514, + "random_std": 0.005880001932382584, + "true_z": 0.9454581141471863 + }, + "hungarian_recovery_accuracy": 0.0, + "top_margin_decile_precision": 0.0, + "mutual_nn_count": 33, + "mutual_nn_precision": 0.0 + }, + { + "subset_seed": 1, + "nodes": 512, + "retrieval_null_corrected_centered": { + "r@1": 0.005859375, + "r@5": 0.015625, + "r@10": 0.029296875, + "median_rank": 266.0, + "chance_r@1": 0.001953125 + }, + "retrieval_raw": { + "r@10": 0.01953125, + "median_rank": 253.0 + }, + "retrieval_signature_only": { + "r@10": 0.02734375, + "true_z": -0.012197346426546574 + }, + "linear_assignment_energy_null_corrected": { + "true_mean_cost": -0.3220711946487427, + "random_mean_cost": -0.3212707042694092, + "random_std": 0.0056177424266934395, + "true_z": 0.14249324798583984 + }, + "hungarian_recovery_accuracy": 0.00390625, + "top_margin_decile_precision": 0.0, + "mutual_nn_count": 49, + "mutual_nn_precision": 0.04081632653061224 + }, + { + "subset_seed": 2, + "nodes": 512, + "retrieval_null_corrected_centered": { + "r@1": 0.005859375, + "r@5": 0.015625, + "r@10": 0.033203125, + "median_rank": 243.0, + "chance_r@1": 0.001953125 + }, + "retrieval_raw": { + "r@10": 0.017578125, + "median_rank": 240.0 + }, + "retrieval_signature_only": { + "r@10": 0.02734375, + "true_z": 7.24987403373234e-05 + }, + "linear_assignment_energy_null_corrected": { + "true_mean_cost": -0.33948662877082825, + "random_mean_cost": -0.33008480072021484, + "random_std": 0.0053815594874322414, + "true_z": 1.7470452785491943 + }, + "hungarian_recovery_accuracy": 0.005859375, + "top_margin_decile_precision": 0.0, + "mutual_nn_count": 32, + "mutual_nn_precision": 0.03125 + } + ] +} \ No newline at end of file -- cgit v1.2.3