diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L0_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L0_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ba042a63b632a2dfb9b4d21b438959675117761
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L0_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L0_both_correct.csv
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index 0000000000000000000000000000000000000000..e927d02897d07fd4da18e55f9420513db3559a52
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L10_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L10_all_pairs.csv
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index 0000000000000000000000000000000000000000..f680ee983e9c3da77715a751103a71de174201e8
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index 0000000000000000000000000000000000000000..d4a14c83185ac0fd97a4c642d40656ef24120b1c
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L11_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L11_all_pairs.csv
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index 0000000000000000000000000000000000000000..d63c51e503d008118f0dbfb9e622d9e092b05ab7
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index 0000000000000000000000000000000000000000..ce165a367dc8e81bd240a34c7e9b4d69519e666e
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L12_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L12_all_pairs.csv
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index 0000000000000000000000000000000000000000..0fb25c9c10b0f6c82ec3546275b4d113cce1a7e3
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index 0000000000000000000000000000000000000000..b3231369110a24ff1146ec927c80b4489f09bc01
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L13_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L13_all_pairs.csv
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index 0000000000000000000000000000000000000000..c928fe6c26ed7c46446df883032d44a587b947b6
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index 0000000000000000000000000000000000000000..0a2348e68dfb13f082d72405f575c58f66041cb6
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index 0000000000000000000000000000000000000000..2f82681251a89e891f230e90a6d7bb3b3b9e6a89
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index 0000000000000000000000000000000000000000..cb88bf8cf20f2cbe539b56b0f1e0235b42d172f6
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index 0000000000000000000000000000000000000000..2a895e2133d9d09ac208d837b8177afb88dba1bf
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index 0000000000000000000000000000000000000000..d27bbbc2e16ee56956d0082a4834bf5da530439f
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L19_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L19_all_pairs.csv
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index 0000000000000000000000000000000000000000..7c9d328379e7f05060c9ed4d582ba21ad988458a
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index 0000000000000000000000000000000000000000..25f4f337109cf44dd33f733ed762d2f0c4427dfd
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L27_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L27_both_correct.csv
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index 0000000000000000000000000000000000000000..efca3b010d6f1966c9f74c98df129569f372ab11
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L28_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L28_all_pairs.csv
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index 0000000000000000000000000000000000000000..9e61245dcffbcba982e5816974a59a52972cd307
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index 0000000000000000000000000000000000000000..6473c1f3dcc4acd3da0ba22ae3de88b12a0c83f7
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index 0000000000000000000000000000000000000000..f14968a7400b6178571a293460cf34eee1f9a0e9
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index 0000000000000000000000000000000000000000..d983eca2f2860d304dd23369354cde06876f9470
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index 0000000000000000000000000000000000000000..ec1534929b96c5197b5b3026d545848e65788efc
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index 0000000000000000000000000000000000000000..1f4a04f0d74ca28cd6d220af38e6854c664b6f8e
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index 0000000000000000000000000000000000000000..0a3ea0f59fd9f0af50b594836aa520c8aca001e8
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index 0000000000000000000000000000000000000000..93831743032a722e58b5f71408c878a954a707bd
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index 0000000000000000000000000000000000000000..e1506c6884dffa300a5f3851fc2094d61297a7fc
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L7_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L7_all_pairs.csv
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index 0000000000000000000000000000000000000000..19278f66ed7e33e9532b577083859aa4eeae499a
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L7_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L7_both_correct.csv
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index 0000000000000000000000000000000000000000..491b7f940ec05043ca01e8a7a34334f32a0825b3
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L8_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_2m_L8_all_pairs.csv
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index 0000000000000000000000000000000000000000..710b3361e97725d1517c6bb8c8a6fd9fd982693e
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index 0000000000000000000000000000000000000000..02fdd5b291a57dadf068bdde21784e399dc8a31f
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index 0000000000000000000000000000000000000000..489fb798bfc926fa7151f727ae400abbe1e47b0b
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index 0000000000000000000000000000000000000000..126929709e49fe6ea0f878a975323f354bfb19fc
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index 0000000000000000000000000000000000000000..01ee614d7716680e0d41527a395b9b18c1e302f3
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L11_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L11_both_correct.csv
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index 0000000000000000000000000000000000000000..7eb100103604b8c4d0ba26971eaf3176c3a09b45
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L12_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L12_all_pairs.csv
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index 0000000000000000000000000000000000000000..43b743ca170d17cdf7787b683dbc70acddbd71ef
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index 0000000000000000000000000000000000000000..fc89ca9e639480acff38462002f58eb5a6e2a686
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L13_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L13_all_pairs.csv
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index 0000000000000000000000000000000000000000..ff6e49ea69784fbf0d2944de1f08fc678356a65e
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index 0000000000000000000000000000000000000000..f8c7fa56ba12506681e2a7e29e218c0d06ce2504
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L14_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L14_all_pairs.csv
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index 0000000000000000000000000000000000000000..3adc68ba0d07456cbc5c0da7277e10100c7b85c4
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index 0000000000000000000000000000000000000000..d902f8b0a72cf03cf2eb6061a44342c633ff1932
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L15_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L15_all_pairs.csv
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index 0000000000000000000000000000000000000000..f4530f86f628c0dcfac6974cf4f6270feb89d7ef
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index 0000000000000000000000000000000000000000..8e28f37cb59e1ab9fa05cc8dc96edd5450635038
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index 0000000000000000000000000000000000000000..7e29e4413fac75e5346bff3ebcbdf66c025df907
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index 0000000000000000000000000000000000000000..a7a580b74149aea65c09d3026da4e2e376772234
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index 0000000000000000000000000000000000000000..75507bc0859b7aac5f215348103833a8a92522ad
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L20_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L20_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b445eeedf15d017112502bcc0802eefc7a53c231
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L20_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L20_both_correct.csv
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index 0000000000000000000000000000000000000000..0a891cc10acd777e25fe1f92d474f26172ce917a
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L21_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L21_all_pairs.csv
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index 0000000000000000000000000000000000000000..7f1be10c1e68895cc2093c8cf1a87543aff1e462
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index 0000000000000000000000000000000000000000..4de18b0a97bc31796bb35134e9f009e184985269
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index 0000000000000000000000000000000000000000..ab25c22d1aa2e6450c9cf69049d645aadbd4714e
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L22_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L22_both_correct.csv
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index 0000000000000000000000000000000000000000..fa37d1ae8573e52bc062fec01cad55df730b3f55
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L23_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L23_all_pairs.csv
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index 0000000000000000000000000000000000000000..01e7f7393a870be988aed3d7587fb2137e1569b8
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L24_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L24_all_pairs.csv
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index 0000000000000000000000000000000000000000..0e078d5dcf8b536a34e64f797f41b7960f30fc66
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index 0000000000000000000000000000000000000000..d8cdfafd689496060560094a6c45a43498bd3408
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index 0000000000000000000000000000000000000000..505c0d3964ca0601d7538a2da0fb7b5e54c65aee
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index 0000000000000000000000000000000000000000..c2f10a40bb1461c5467d36ceefd6cff340ea0bb4
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index 0000000000000000000000000000000000000000..d83cdee54cb7cffe2d84a6a9c4931b4f8f56073d
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index 0000000000000000000000000000000000000000..1d7ec0458eac632a2f4345fd39187e92b9759cda
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index 0000000000000000000000000000000000000000..9d5881941738c8ac2616182e214006cc5e1d23fa
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new file mode 100644
index 0000000000000000000000000000000000000000..0f0eda56bae8972a5436a88e129eead4b716f438
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index 0000000000000000000000000000000000000000..d7a18ada5d7ab1382f8725109a750fc19fcde600
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L29_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L29_all_pairs.csv
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index 0000000000000000000000000000000000000000..8e75a4d3656c73c660f2836f626e60a877e9fcdb
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L29_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L29_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6aec700350f8b9c53cac74e98483f3691565dadc
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L2_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L2_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb883843c9b49ecf6145c33090fd646479119d3a
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L2_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L2_both_correct.csv
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index 0000000000000000000000000000000000000000..0c6b210303a7bda589884aa3650dff106c6009ea
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L30_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L30_all_pairs.csv
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index 0000000000000000000000000000000000000000..17afa9d52d0d07893f3177aa8111fdfaa9a696b6
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index 0000000000000000000000000000000000000000..a0de7a94275933cd85e5c6a01d6cef4199b2a587
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L31_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L31_all_pairs.csv
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index 0000000000000000000000000000000000000000..d9beb240e82c3db2277dc80befa989b8b3739c31
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L31_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L31_both_correct.csv
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L3_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L3_all_pairs.csv
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index 0000000000000000000000000000000000000000..7a3065c1166b8da380243ad985ab7813b72d8ee0
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index 0000000000000000000000000000000000000000..bed610836db7e86655f82aac015587fa63429ce1
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L4_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L4_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a72134783771b279d7cf601b2152c4fb56a2323f
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L4_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L4_both_correct.csv
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index 0000000000000000000000000000000000000000..ba78c646801f2d577f40a8f1455aaec04ec05ee2
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L5_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L5_all_pairs.csv
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index 0000000000000000000000000000000000000000..0b88e8e5293ea976ae9eaca9159e9fce3800211f
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index 0000000000000000000000000000000000000000..3195e9ba4159172dc727745744ddd944a1dcdd56
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L6_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L6_all_pairs.csv
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index 0000000000000000000000000000000000000000..4e1cef84e58d9167592fa2439e392435d4bf9613
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new file mode 100644
index 0000000000000000000000000000000000000000..4b49e827183de2adb67d55553bb5bb403015f955
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L7_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L7_all_pairs.csv
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index 0000000000000000000000000000000000000000..bf2c4e9cd526b8a3b73e020ae82f9a120138060d
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index 0000000000000000000000000000000000000000..2394195f863d96adba7a85fc62d1494b197800f3
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diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L8_all_pairs.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L8_all_pairs.csv
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index 0000000000000000000000000000000000000000..814ae30e0b0728b611c520ac7125cd0500db2ac4
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index 0000000000000000000000000000000000000000..dcf889f287e8241238bdfe7537124cb02793f552
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index 0000000000000000000000000000000000000000..7669b3a7b2f916c147c218e45d1bca83e9bdd4fd
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L9_all_pairs.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0000002,-0.4200215,0.044263847,-0.10689582,-0.05539904,-0.12184605
+right,-0.4200215,1.0,-0.1191413,0.17563228,-0.039861165,0.16236475
+above,0.044263847,-0.1191413,1.0000002,-0.9220159,0.09328451,-0.122218646
+under,-0.10689582,0.17563228,-0.9220159,1.0000002,-0.119131714,0.1504468
+far,-0.05539904,-0.039861165,0.09328451,-0.119131714,1.0,-0.04219267
+close,-0.12184605,0.16236475,-0.122218646,0.1504468,-0.04219267,0.9999997
diff --git a/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L9_both_correct.csv b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L9_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5be82e5e6d43aa60b344b0cae05b3266fea194df
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/delta_similarity_vanilla_L9_both_correct.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0000004,-0.61397713,0.049238212,-0.09047945,-0.050308775,0.016534507
+right,-0.61397713,1.0000006,-0.18305197,0.24883279,-0.09525347,0.051942166
+above,0.049238212,-0.18305197,1.0000002,-0.9457504,0.12044673,0.0073318854
+under,-0.09047945,0.24883279,-0.9457504,0.9999995,-0.122949645,-0.051748823
+far,-0.050308775,-0.09525347,0.12044673,-0.122949645,1.0000006,-0.21409689
+close,0.016534507,0.051942166,0.0073318854,-0.051748823,-0.21409689,0.9999999
diff --git a/swap_analysis/results_0223/molmo/csv/predictions_2m.csv b/swap_analysis/results_0223/molmo/csv/predictions_2m.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d28a3dcc420ac76e587eac1e4b2bf57055b4d8e
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/predictions_2m.csv
@@ -0,0 +1,768 @@
+index,group,category,pred_orig,pred_swap,is_correct_orig,is_correct_swap
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diff --git a/swap_analysis/results_0223/molmo/csv/predictions_400k.csv b/swap_analysis/results_0223/molmo/csv/predictions_400k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84ef483a130095be51e616cd9c3d173e69e868bc
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/predictions_400k.csv
@@ -0,0 +1,690 @@
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diff --git a/swap_analysis/results_0223/molmo/csv/predictions_800k.csv b/swap_analysis/results_0223/molmo/csv/predictions_800k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0480645c4295e9b1800d02613c6608c7195db160
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/predictions_800k.csv
@@ -0,0 +1,723 @@
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diff --git a/swap_analysis/results_0223/molmo/csv/predictions_80k.csv b/swap_analysis/results_0223/molmo/csv/predictions_80k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2f9b5ba78144a3a33ec267a003697e9803cdb57
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/predictions_80k.csv
@@ -0,0 +1,230 @@
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diff --git a/swap_analysis/results_0223/molmo/csv/predictions_vanilla.csv b/swap_analysis/results_0223/molmo/csv/predictions_vanilla.csv
new file mode 100644
index 0000000000000000000000000000000000000000..429e096880bd6fce9a4372e07ec82dc7e0d70614
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/predictions_vanilla.csv
@@ -0,0 +1,499 @@
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diff --git a/swap_analysis/results_0223/molmo/csv/summary.csv b/swap_analysis/results_0223/molmo/csv/summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6adf0a1f9a5c6122934499ea24f67eb6515dd226
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/csv/summary.csv
@@ -0,0 +1,6 @@
+scale,horizontal_n,horizontal_acc_orig,horizontal_acc_swap,horizontal_acc_both,vertical_n,vertical_acc_orig,vertical_acc_swap,vertical_acc_both,distance_n,distance_acc_orig,distance_acc_swap,distance_acc_both,overall_acc_orig,overall_acc_swap,overall_acc_both,overall_n,alignment_deepest,alignment_perm
+vanilla,400,0.765,0.775,0.555,400,0.815,0.8075,0.64,400,0.5325,0.5025,0.05,0.7041666666666667,0.695,0.415,1200,0.23668112249737824,0.00013530395517591387
+80k,400,0.6275,0.6575,0.2925,400,0.6475,0.6325,0.28,400,0.5,0.5,0.0,0.5916666666666667,0.5966666666666667,0.19083333333333333,1200,0.43965585910534993,0.0010478987824171782
+400k,400,0.8975,0.8575,0.775,400,0.975,0.9675,0.9475,400,0.4575,0.4375,0.0,0.7766666666666666,0.7541666666666667,0.5741666666666667,1200,0.6151045808089938,0.0012881798902526498
+800k,400,0.905,0.92,0.8525,400,0.9775,0.9725,0.9525,400,0.5,0.5,0.0,0.7941666666666667,0.7975,0.6016666666666667,1200,0.6149858176507436,0.0012717322679236531
+2m,400,0.9,0.895,0.825,400,0.985,0.985,0.98,400,0.5325,0.5175,0.1125,0.8058333333333333,0.7991666666666667,0.6391666666666667,1200,0.654345505792895,0.0016717916587367654
diff --git a/swap_analysis/results_0223/molmo/json/category_validity_2m.json b/swap_analysis/results_0223/molmo/json/category_validity_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..0262aa4a229c854b3f2384139bf32bc1250ddae7
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/category_validity_2m.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.955,
+    "acc_swap": 0.84,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.845,
+    "acc_swap": 0.95,
+    "reliable": true
+  },
+  "above": {
+    "n": 200,
+    "acc_orig": 0.985,
+    "acc_swap": 0.985,
+    "reliable": true
+  },
+  "under": {
+    "n": 200,
+    "acc_orig": 0.985,
+    "acc_swap": 0.985,
+    "reliable": true
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 0.135,
+    "acc_swap": 0.925,
+    "reliable": false
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.93,
+    "acc_swap": 0.11,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/category_validity_400k.json b/swap_analysis/results_0223/molmo/json/category_validity_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d7d10001f40a0d5fb8d1644cc8f172860fc2ea5
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/category_validity_400k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.96,
+    "acc_swap": 0.785,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.835,
+    "acc_swap": 0.93,
+    "reliable": true
+  },
+  "above": {
+    "n": 200,
+    "acc_orig": 0.985,
+    "acc_swap": 0.97,
+    "reliable": true
+  },
+  "under": {
+    "n": 200,
+    "acc_orig": 0.965,
+    "acc_swap": 0.965,
+    "reliable": true
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 0.0,
+    "acc_swap": 0.875,
+    "reliable": false
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.915,
+    "acc_swap": 0.0,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/category_validity_800k.json b/swap_analysis/results_0223/molmo/json/category_validity_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..89843b81a30005c3faeaca37fee28bec4e7bf53f
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/category_validity_800k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.92,
+    "acc_swap": 0.905,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.89,
+    "acc_swap": 0.935,
+    "reliable": true
+  },
+  "above": {
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+    "acc_orig": 0.985,
+    "acc_swap": 0.965,
+    "reliable": true
+  },
+  "under": {
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+    "acc_orig": 0.97,
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+  },
+  "far": {
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+    "acc_orig": 0.0,
+    "acc_swap": 1.0,
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+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.0,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/category_validity_80k.json b/swap_analysis/results_0223/molmo/json/category_validity_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..47d936449eed97f159ec9ec5b91c19ede7c1c22f
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/category_validity_80k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.985,
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+  },
+  "right": {
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+  "under": {
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+  },
+  "far": {
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+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.0,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/category_validity_vanilla.json b/swap_analysis/results_0223/molmo/json/category_validity_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbd17a97552b1cca4033ada5ef926f122579b318
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/category_validity_vanilla.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.925,
+    "acc_swap": 0.64,
+    "reliable": true
+  },
+  "right": {
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+    "acc_orig": 0.605,
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+  },
+  "above": {
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+    "acc_orig": 0.88,
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+  },
+  "under": {
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+    "acc_orig": 0.75,
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+  },
+  "far": {
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+    "acc_orig": 0.085,
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+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.98,
+    "acc_swap": 0.015,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/cross_alignment_2m.json b/swap_analysis/results_0223/molmo/json/cross_alignment_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..64c2b7aa5b57a4d9abebddbe16ace81844154d07
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/cross_alignment_2m.json
@@ -0,0 +1,258 @@
+{
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/cross_alignment_400k.json b/swap_analysis/results_0223/molmo/json/cross_alignment_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ee0df7b9d4a721674db8a31a4b6c2eea579fa25
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/cross_alignment_400k.json
@@ -0,0 +1,258 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/cross_alignment_800k.json b/swap_analysis/results_0223/molmo/json/cross_alignment_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f48474987385eaa9ebee26b8cb3c65a26e3473f
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/cross_alignment_800k.json
@@ -0,0 +1,258 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/cross_alignment_80k.json b/swap_analysis/results_0223/molmo/json/cross_alignment_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..426d99c758e031096041dddda2ae7c403718852d
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/cross_alignment_80k.json
@@ -0,0 +1,258 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/cross_alignment_vanilla.json b/swap_analysis/results_0223/molmo/json/cross_alignment_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e92b121b90a87c9fbc719812d82b4cf89411cb4
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/cross_alignment_vanilla.json
@@ -0,0 +1,258 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/pred_stats_2m.json b/swap_analysis/results_0223/molmo/json/pred_stats_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..33b91b5811faca9df9c3bb27bac67c18b5fe5bdf
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/pred_stats_2m.json
@@ -0,0 +1,19 @@
+{
+  "scale": "2m",
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+  "horizontal_acc_orig": 0.9,
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+  "overall_acc_both": 0.6391666666666667,
+  "overall_n": 1200
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/pred_stats_400k.json b/swap_analysis/results_0223/molmo/json/pred_stats_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa25f6adcdfe4d5ee38c3637e10b0f8bdf34976a
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/pred_stats_400k.json
@@ -0,0 +1,19 @@
+{
+  "scale": "400k",
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+  "horizontal_acc_orig": 0.8975,
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/pred_stats_800k.json b/swap_analysis/results_0223/molmo/json/pred_stats_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f2766ca82d55c114e4a26a4148badfcb6fc6b8a
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/pred_stats_800k.json
@@ -0,0 +1,19 @@
+{
+  "scale": "800k",
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/pred_stats_80k.json b/swap_analysis/results_0223/molmo/json/pred_stats_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..96d4f48409361c308a4c3ff55330eba0e9f6f750
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/pred_stats_80k.json
@@ -0,0 +1,19 @@
+{
+  "scale": "80k",
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/pred_stats_vanilla.json b/swap_analysis/results_0223/molmo/json/pred_stats_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..2058ac787359fb7d45f4d8962171129dc3f101c0
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/pred_stats_vanilla.json
@@ -0,0 +1,19 @@
+{
+  "scale": "vanilla",
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_2m_all_pairs.json b/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_2m_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..fba06e8007cc9f6c196372991881c7c816f937ec
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_2m_all_pairs.json
@@ -0,0 +1,482 @@
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diff --git a/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_400k_both_correct.json b/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_400k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4a7bcf2ba5787a9ffe6887716aee6d598ffc872
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diff --git a/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_80k_all_pairs.json b/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_80k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..e15418709d15fb114fd5c32c9e5355fe548c4345
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diff --git a/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_80k_both_correct.json b/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_80k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8c2dfae65863a488851d48a42e294c526f6d7e8
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diff --git a/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_vanilla_all_pairs.json b/swap_analysis/results_0223/molmo/json/sign_corrected_consistency_vanilla_all_pairs.json
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diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_2m_both_correct.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_2m_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..79718e6036dc2b5ca7097f39398ca5c21cd0a94a
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_2m_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_400k_all_pairs.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_400k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfcef8b7729b78d0c8a546476e778d4a7dbcfb35
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_400k_all_pairs.json
@@ -0,0 +1,962 @@
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diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_400k_both_correct.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_400k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..66a8bf9fde67d8a537364a4065c12cd6b401d1da
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_400k_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_800k_all_pairs.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_800k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..18476124a7b253ecf76d1547d817b246d16d4e0c
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_800k_all_pairs.json
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diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_800k_both_correct.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_800k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b4e6b39fb3d57c6df281028c339fb946521bfd9
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_800k_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_80k_all_pairs.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_80k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..037a83c8a065ed04bdc04320e2626151ada28ee0
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_80k_all_pairs.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_80k_both_correct.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_80k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..04abd99e90d56621320ec33f96dd3bb240ad39ef
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_80k_both_correct.json
@@ -0,0 +1,642 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_vanilla_all_pairs.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_vanilla_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..593b167e1e52872cada81bff8885c2f16580371f
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_vanilla_all_pairs.json
@@ -0,0 +1,962 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/molmo/json/within_cat_consistency_vanilla_both_correct.json b/swap_analysis/results_0223/molmo/json/within_cat_consistency_vanilla_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c379e768598a19074566c55123728f174e5fba6
--- /dev/null
+++ b/swap_analysis/results_0223/molmo/json/within_cat_consistency_vanilla_both_correct.json
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/csv/delta_similarity_800k_L25_all_pairs.csv b/swap_analysis/results_0223/nvila/csv/delta_similarity_800k_L25_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18c20b793f2b5291106f8241bf48e74f1dcc1ace
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/csv/delta_similarity_800k_L25_all_pairs.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999999,-0.9904107,0.22947367,-0.24684061,-0.11765568,0.059239507
+right,-0.9904107,1.0000001,-0.21648683,0.23449546,0.10152164,-0.042977225
+above,0.22947367,-0.21648683,1.0000001,-0.99660003,0.44846982,-0.38063335
+under,-0.24684061,0.23449546,-0.99660003,0.9999998,-0.44334814,0.37870434
+far,-0.11765568,0.10152164,0.44846982,-0.44334814,0.99999994,-0.8870071
+close,0.059239507,-0.042977225,-0.38063335,0.37870434,-0.8870071,1.0000001
diff --git a/swap_analysis/results_0223/nvila/csv/delta_similarity_80k_L11_both_correct.csv b/swap_analysis/results_0223/nvila/csv/delta_similarity_80k_L11_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a69889d3589ff0ab4fbb2a5e76a58bc7071f477
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/csv/delta_similarity_80k_L11_both_correct.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0,-0.60750335,0.31895792,-0.30291176,-0.09560638,0.021367863
+right,-0.60750335,1.0000002,-0.15773445,0.14810501,-0.0056165773,0.091950364
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+under,-0.30291176,0.14810501,-0.94927216,0.9999999,-0.030197216,0.056387145
+far,-0.09560638,-0.0056165773,0.08077395,-0.030197216,1.0,-0.49163732
+close,0.021367863,0.091950364,-0.055872038,0.056387145,-0.49163732,1.0
diff --git a/swap_analysis/results_0223/nvila/csv/delta_similarity_roborefer_L21_both_correct.csv b/swap_analysis/results_0223/nvila/csv/delta_similarity_roborefer_L21_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff167df300574b504c5af558806178c25aacfe32
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/csv/delta_similarity_roborefer_L21_both_correct.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0000002,-0.9981823,0.1012829,-0.11051755,-0.11851829,0.123544484
+right,-0.9981823,0.9999998,-0.09192762,0.102540664,0.104861945,-0.11327201
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+far,-0.11851829,0.104861945,0.37539738,-0.38144222,0.99999994,-0.95355034
+close,0.123544484,-0.11327201,-0.32533696,0.3271019,-0.95355034,0.9999997
diff --git a/swap_analysis/results_0223/nvila/json/category_validity_2m.json b/swap_analysis/results_0223/nvila/json/category_validity_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2585ece08a0960ce0462613b5165001c854c377
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/category_validity_2m.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.595,
+    "acc_swap": 0.465,
+    "reliable": false
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.5,
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+    "reliable": true
+  },
+  "above": {
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+    "acc_orig": 0.345,
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+  },
+  "under": {
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+    "acc_orig": 0.14,
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+  },
+  "far": {
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+    "acc_orig": 0.04,
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+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.355,
+    "acc_swap": 0.035,
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+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/category_validity_400k.json b/swap_analysis/results_0223/nvila/json/category_validity_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e3c89a87653b9f7317f55e072f0ec326244d528
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/category_validity_400k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.825,
+    "acc_swap": 0.96,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.975,
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+    "reliable": true
+  },
+  "above": {
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+  },
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+    "acc_orig": 0.9,
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+  },
+  "far": {
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+  },
+  "close": {
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+    "acc_orig": 0.895,
+    "acc_swap": 0.175,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/category_validity_800k.json b/swap_analysis/results_0223/nvila/json/category_validity_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9a3fcf32787062420e5115d66e9d5b2390a97f3
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/category_validity_800k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
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+    "acc_orig": 0.605,
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+  },
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+  },
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+  },
+  "under": {
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+    "acc_orig": 0.615,
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+    "reliable": true
+  },
+  "far": {
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+  },
+  "close": {
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+    "acc_orig": 0.27,
+    "acc_swap": 0.015,
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+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/category_validity_80k.json b/swap_analysis/results_0223/nvila/json/category_validity_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0135039050b143ed353a5cc46941f0cbfdefcda
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/category_validity_80k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.65,
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+    "reliable": true
+  },
+  "right": {
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+    "acc_orig": 0.96,
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+  },
+  "above": {
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+  },
+  "under": {
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+    "reliable": true
+  },
+  "far": {
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+    "acc_orig": 0.225,
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+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.925,
+    "acc_swap": 0.11,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/category_validity_roborefer.json b/swap_analysis/results_0223/nvila/json/category_validity_roborefer.json
new file mode 100644
index 0000000000000000000000000000000000000000..318ecda2d475fb59aa39b76806ba51572c2d3cf8
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/category_validity_roborefer.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.97,
+    "acc_swap": 0.975,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.965,
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+    "reliable": true
+  },
+  "above": {
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+    "acc_orig": 0.795,
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+    "reliable": true
+  },
+  "under": {
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+    "acc_orig": 1.0,
+    "acc_swap": 0.785,
+    "reliable": true
+  },
+  "far": {
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+    "acc_orig": 0.915,
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+    "reliable": true
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.69,
+    "acc_swap": 0.825,
+    "reliable": true
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/category_validity_vanilla.json b/swap_analysis/results_0223/nvila/json/category_validity_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa0ed9ca92a4dbae8af2f7108eb25f0feb23c1a5
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/category_validity_vanilla.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.935,
+    "acc_swap": 0.91,
+    "reliable": true
+  },
+  "right": {
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+    "acc_orig": 0.91,
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+    "reliable": true
+  },
+  "above": {
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+    "acc_orig": 0.38,
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+  },
+  "under": {
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+    "acc_orig": 0.995,
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+  },
+  "far": {
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+    "acc_orig": 0.18,
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+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.86,
+    "acc_swap": 0.205,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/cross_alignment_2m.json b/swap_analysis/results_0223/nvila/json/cross_alignment_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d5972b201a353b134bebfe67737f12ce0f31c5a
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/cross_alignment_2m.json
@@ -0,0 +1,226 @@
+{
+  "L0": {
+    "per_sample_mean": 0.09569093501833131,
+    "per_sample_std": 0.35155473750841265,
+    "mean_delta_alignment": 0.7106244031850122,
+    "permutation_mean": 0.0017300948966294527,
+    "permutation_std": 0.004095648415386677,
+    "n_samples": 1039
+  },
+  "L1": {
+    "per_sample_mean": -0.017532165567085856,
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/cross_alignment_400k.json b/swap_analysis/results_0223/nvila/json/cross_alignment_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..38f6084abe0b92ce759d849954c83b756501ede7
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/cross_alignment_400k.json
@@ -0,0 +1,226 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/cross_alignment_800k.json b/swap_analysis/results_0223/nvila/json/cross_alignment_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..e80886876a16c3b0b6ff19045d12df8de895afe2
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/cross_alignment_800k.json
@@ -0,0 +1,226 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/cross_alignment_80k.json b/swap_analysis/results_0223/nvila/json/cross_alignment_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..f58e21cd282de0529d57a3082c8d7bd728745c95
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/cross_alignment_80k.json
@@ -0,0 +1,226 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/cross_alignment_roborefer.json b/swap_analysis/results_0223/nvila/json/cross_alignment_roborefer.json
new file mode 100644
index 0000000000000000000000000000000000000000..b56729d3f4f409873ce9a5ac8589c5281210d2e9
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/cross_alignment_roborefer.json
@@ -0,0 +1,226 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/cross_alignment_vanilla.json b/swap_analysis/results_0223/nvila/json/cross_alignment_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2edfcba12e40bea5d9d9936eb6f977787a15d75
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/cross_alignment_vanilla.json
@@ -0,0 +1,226 @@
+{
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/pred_stats_2m.json b/swap_analysis/results_0223/nvila/json/pred_stats_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..32ca24b7a3bfd52f164fc5738a324c5aa741245f
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/pred_stats_2m.json
@@ -0,0 +1,19 @@
+{
+  "scale": "2m",
+  "horizontal_n": 400,
+  "horizontal_acc_orig": 0.5475,
+  "horizontal_acc_swap": 0.49,
+  "horizontal_acc_both": 0.3375,
+  "vertical_n": 400,
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+  "vertical_acc_swap": 0.27,
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+  "distance_n": 400,
+  "distance_acc_orig": 0.1975,
+  "distance_acc_swap": 0.1675,
+  "distance_acc_both": 0.0075,
+  "overall_acc_orig": 0.32916666666666666,
+  "overall_acc_swap": 0.30916666666666665,
+  "overall_acc_both": 0.1375,
+  "overall_n": 1200
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/pred_stats_400k.json b/swap_analysis/results_0223/nvila/json/pred_stats_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..b15360776afdb6154291310fcad22abb7b82ddab
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/pred_stats_400k.json
@@ -0,0 +1,19 @@
+{
+  "scale": "400k",
+  "horizontal_n": 400,
+  "horizontal_acc_orig": 0.9,
+  "horizontal_acc_swap": 0.875,
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+  "overall_acc_swap": 0.7608333333333334,
+  "overall_acc_both": 0.5908333333333333,
+  "overall_n": 1200
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/pred_stats_800k.json b/swap_analysis/results_0223/nvila/json/pred_stats_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..21004f98d4dfd30963b15cfea1fca7090255f4c3
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/pred_stats_800k.json
@@ -0,0 +1,19 @@
+{
+  "scale": "800k",
+  "horizontal_n": 400,
+  "horizontal_acc_orig": 0.44,
+  "horizontal_acc_swap": 0.46,
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+  "overall_acc_swap": 0.4216666666666667,
+  "overall_acc_both": 0.26,
+  "overall_n": 1200
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/pred_stats_80k.json b/swap_analysis/results_0223/nvila/json/pred_stats_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..62b4594b65101be710eed95d2e15257dc3f58887
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/pred_stats_80k.json
@@ -0,0 +1,19 @@
+{
+  "scale": "80k",
+  "horizontal_n": 400,
+  "horizontal_acc_orig": 0.805,
+  "horizontal_acc_swap": 0.8,
+  "horizontal_acc_both": 0.615,
+  "vertical_n": 400,
+  "vertical_acc_orig": 0.915,
+  "vertical_acc_swap": 0.9225,
+  "vertical_acc_both": 0.845,
+  "distance_n": 400,
+  "distance_acc_orig": 0.575,
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+  "overall_acc_orig": 0.765,
+  "overall_acc_swap": 0.7483333333333333,
+  "overall_acc_both": 0.5416666666666666,
+  "overall_n": 1200
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/pred_stats_roborefer.json b/swap_analysis/results_0223/nvila/json/pred_stats_roborefer.json
new file mode 100644
index 0000000000000000000000000000000000000000..395edf3e0ff7b2e8de91dc9b264dbb765080f76a
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/pred_stats_roborefer.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/pred_stats_vanilla.json b/swap_analysis/results_0223/nvila/json/pred_stats_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..c34e694b09fbcbf830b41e4e2e69264324f1574e
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/pred_stats_vanilla.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_2m_all_pairs.json b/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_2m_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d640b6ff1f1e2d5098cde2f57f6fa6e2380aedb
--- /dev/null
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diff --git a/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_2m_both_correct.json b/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_2m_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..965fd14c5ee162c531542000e6ad196657812383
--- /dev/null
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diff --git a/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_800k_all_pairs.json b/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_800k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..12749bd9746104b270257834ad2091ef438d4755
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diff --git a/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_80k_both_correct.json b/swap_analysis/results_0223/nvila/json/sign_corrected_consistency_80k_both_correct.json
new file mode 100644
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diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_2m_all_pairs.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_2m_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..f42542476c6bbbff42f91595aff7331709d30d28
--- /dev/null
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_2m_both_correct.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_2m_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0660c2211fa29c1fecf398555c748a83de6ec14
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_2m_both_correct.json
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_400k_all_pairs.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_400k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea7239846c1ae00d6f6818572c636d63c4d5b1ad
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_400k_all_pairs.json
@@ -0,0 +1,842 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_400k_both_correct.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_400k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e6392c8b4a78a0f32eb85e8c3e24148baeee1ea
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_400k_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_800k_all_pairs.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_800k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca01425827ceb6f90e9a7944716394c26f1083d1
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_800k_all_pairs.json
@@ -0,0 +1,842 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_800k_both_correct.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_800k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..d09af14e255be613e179c8d682349d651ca7b085
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_800k_both_correct.json
@@ -0,0 +1,702 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_80k_all_pairs.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_80k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed1495229355c0b97497b93f267fed24be066d25
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_80k_all_pairs.json
@@ -0,0 +1,842 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_80k_both_correct.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_80k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..7779d80822be08e556c4e2f2b03cac5d87703885
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_80k_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_roborefer_all_pairs.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_roborefer_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..4422aa5915126b3dc7d863f11f6903bc8e3ed60c
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_roborefer_all_pairs.json
@@ -0,0 +1,842 @@
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diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_roborefer_both_correct.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_roborefer_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b00470bb7320aeadef41bb4684da711a5bb1186
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_roborefer_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_vanilla_all_pairs.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_vanilla_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..172be71dbc438213c60729345af02dcf82ec9da2
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_vanilla_all_pairs.json
@@ -0,0 +1,842 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila/json/within_cat_consistency_vanilla_both_correct.json b/swap_analysis/results_0223/nvila/json/within_cat_consistency_vanilla_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..e093589420b56c1d2a225a8bc1079030d28432eb
--- /dev/null
+++ b/swap_analysis/results_0223/nvila/json/within_cat_consistency_vanilla_both_correct.json
@@ -0,0 +1,842 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L11_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L11_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f548d5e1765aaf580f479dbd34e9a2d1599d950
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L11_all_pairs.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,1.0,-0.59557,0.15680115,-0.18930094,-0.09849821,0.019684032
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L13_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L13_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f6ccd7a3b2edeee3a9965a05be4ac86aec06e32
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L13_both_correct.csv
@@ -0,0 +1,6 @@
+,left,right,above,under,far
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+far,-0.24775702,0.15075527,-0.07015598,0.09228321,1.0000006
diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L16_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L16_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..280dc22fb5a9b0b07fd2500a40a93698e0b44a38
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L16_both_correct.csv
@@ -0,0 +1,6 @@
+,left,right,above,under,far
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L21_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L21_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..635c780ff9e85b3ffa1adb909ea94f316553e2db
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L21_both_correct.csv
@@ -0,0 +1,6 @@
+,left,right,above,under,far
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L22_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L22_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40feca366afc7d3ff32e1ea503e2e133e5ce96a8
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L22_both_correct.csv
@@ -0,0 +1,6 @@
+,left,right,above,under,far
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L24_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L24_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..426e0a0bfbcd46881a97b7b5cf50515b74e55c5d
--- /dev/null
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L25_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_2m_L25_all_pairs.csv
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index 0000000000000000000000000000000000000000..0454c733160e8dae15c975f24135423f6c5a4862
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index 0000000000000000000000000000000000000000..38dada629dab51437a35589fee1695d9ead0eb6f
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_400k_L0_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_400k_L0_all_pairs.csv
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index 0000000000000000000000000000000000000000..db8fb59c2be93cd4851efe7f0718c6157fe16bc2
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index 0000000000000000000000000000000000000000..f93c6ff5bf338f522aa6ee12e20e28263e4e4b99
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index 0000000000000000000000000000000000000000..72844d0c200cdd438e3e4ccb79c34c6aa97de3a5
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index 0000000000000000000000000000000000000000..bf805f8ea492f36fa39c0b66db488aa84a6418f3
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index 0000000000000000000000000000000000000000..de052474f929d690cf68cd272700e8cf7210de61
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index 0000000000000000000000000000000000000000..9aeeba498ee3373b5359023334e2d895601d00d6
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L26_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L26_all_pairs.csv
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index 0000000000000000000000000000000000000000..117c148679df9d3fdb14dbed633bc64d3e166097
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L27_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L27_both_correct.csv
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index 0000000000000000000000000000000000000000..7207bf79ece3cccd1bd8994985c028d50ed604b1
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L2_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L2_both_correct.csv
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index 0000000000000000000000000000000000000000..97840c55f44f8777415f6b347496e38908141566
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L4_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_800k_L4_all_pairs.csv
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index 0000000000000000000000000000000000000000..57621c7fae78fa074aa1601350fa118724fa39ae
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index 0000000000000000000000000000000000000000..30004223ba0e3a686d29aea91075e7fe387c129e
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index 0000000000000000000000000000000000000000..e5ba32b41414704193cad11cada9f59e461c1e09
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L27_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L27_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7179e17aa4932f182689ef843968f3914c553e01
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L27_all_pairs.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L3_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L3_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b6cade7de50af59794e2d3aac8760ffed30a009
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L3_all_pairs.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L5_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L5_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34709978ea42e249b0729dfd5682b9007e3faa19
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L5_all_pairs.csv
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L6_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L6_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2419f2b7da0eb10d4be58a462170491132f6230
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L6_all_pairs.csv
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L7_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L7_both_correct.csv
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index 0000000000000000000000000000000000000000..bdd1703d975e7f574215444b21aefc49d4fe9f3f
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_roborefer_L7_both_correct.csv
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L0_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L0_both_correct.csv
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index 0000000000000000000000000000000000000000..557fb607d376cfe0466c67be382e0fef5f0c04e6
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L13_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L13_both_correct.csv
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index 0000000000000000000000000000000000000000..47cf03911c3680f9987efa27b2c50fe2b691c58c
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L16_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L16_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..692c16996e2ef2eee700eeeb91580cf4a5b0a599
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L17_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L17_all_pairs.csv
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index 0000000000000000000000000000000000000000..a99f523f7bd9d1ceaee4fed85c116f6bb287a783
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L26_all_pairs.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L26_all_pairs.csv
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index 0000000000000000000000000000000000000000..5ae127eb9ccdeaad6916fc39bb756db883ee5b85
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L5_both_correct.csv b/swap_analysis/results_0223/nvila_refspatial/csv/delta_similarity_vanilla_L5_both_correct.csv
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index 0000000000000000000000000000000000000000..28d855e780ed230e6f09f018722855a2ca6cf205
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diff --git a/swap_analysis/results_0223/nvila_refspatial/csv/predictions_roborefer.csv b/swap_analysis/results_0223/nvila_refspatial/csv/predictions_roborefer.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b6963faf3ba01d74cf8fa75704321dfe964e4dc
--- /dev/null
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diff --git a/swap_analysis/results_0223/nvila_with_roborefer/csv/summary.csv b/swap_analysis/results_0223/nvila_with_roborefer/csv/summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0a25e63ae1a7b791817b64d432a78226e769ff7
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_with_roborefer/csv/summary.csv
@@ -0,0 +1,7 @@
+scale,horizontal_n,horizontal_acc_orig,horizontal_acc_swap,horizontal_acc_both,vertical_n,vertical_acc_orig,vertical_acc_swap,vertical_acc_both,distance_n,distance_acc_orig,distance_acc_swap,distance_acc_both,overall_acc_orig,overall_acc_swap,overall_acc_both,overall_n,alignment_deepest,alignment_perm
+vanilla,400,0.9225,0.9175,0.8775,400,0.6875,0.6375,0.3275,400,0.52,0.525,0.0825,0.71,0.6933333333333334,0.42916666666666664,1200,0.28866476188745455,-0.00018712450400926173
+80k,400,0.805,0.8,0.615,400,0.915,0.9225,0.845,400,0.575,0.5225,0.165,0.765,0.7483333333333333,0.5416666666666666,1200,0.41251201195489073,-0.001169302617199719
+400k,400,0.9,0.875,0.7975,400,0.9075,0.89,0.8275,400,0.5275,0.5175,0.1475,0.7783333333333333,0.7608333333333334,0.5908333333333333,1200,0.4196764615935133,-0.001331545994617045
+800k,400,0.44,0.46,0.1975,400,0.7325,0.7125,0.5775,400,0.14,0.0925,0.005,0.4375,0.4216666666666667,0.26,1200,0.413276681204235,-0.0016652399208396673
+2m,400,0.5475,0.49,0.3375,400,0.2425,0.27,0.0675,400,0.1975,0.1675,0.0075,0.32916666666666666,0.30916666666666665,0.1375,1200,0.42672098290822374,0.00038741459138691425
+roborefer,400,0.9675,0.9675,0.9525,400,0.8975,0.8875,0.79,400,0.8025,0.7275,0.575,0.8891666666666667,0.8608333333333333,0.7725,1200,0.11167869302672732,-0.0011219051666557789
diff --git a/swap_analysis/results_0223/nvila_with_roborefer_refspatial/csv/summary.csv b/swap_analysis/results_0223/nvila_with_roborefer_refspatial/csv/summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc8ce01004ca1bb288779b332938d60ed8be078a
--- /dev/null
+++ b/swap_analysis/results_0223/nvila_with_roborefer_refspatial/csv/summary.csv
@@ -0,0 +1,7 @@
+scale,horizontal_n,horizontal_acc_orig,horizontal_acc_swap,horizontal_acc_both,vertical_n,vertical_acc_orig,vertical_acc_swap,vertical_acc_both,distance_n,distance_acc_orig,distance_acc_swap,distance_acc_both,overall_acc_orig,overall_acc_swap,overall_acc_both,overall_n,alignment_deepest,alignment_perm
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+2m,400,0.75,0.72,0.5175,400,0.885,0.9,0.815,400,0.2,0.23,0.0025,0.6116666666666667,0.6166666666666667,0.445,1200,0.8481008229343376,0.00575045682489872
+roborefer,400,0.9675,0.9675,0.9525,400,0.8975,0.8875,0.79,400,0.8025,0.7275,0.575,0.8891666666666667,0.8608333333333333,0.7725,1200,0.11167869302672732,-0.0011219051666557789
diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L0_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L0_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6881546a860afcaf558041d8fc0a755353ebdfb1
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L0_all_pairs.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
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+far,0.16192424,0.012182731,-0.07797675,0.20138812,0.9999998,-0.4377674
+close,0.24308074,-0.04357361,-0.021635024,-0.060931545,-0.4377674,0.99999964
diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L0_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L0_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb277802ee526a17ea86d9333eb22a5fb817e88a
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L0_both_correct.csv
@@ -0,0 +1,5 @@
+,left,right,above,under
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+above,0.029656423,-0.0607283,1.0000001,-0.76825446
+under,-0.075670585,0.018287066,-0.76825446,1.0
diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L10_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L10_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f86b03e597091e5c5b45720f4e7fa5fc8ef4cf83
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L10_all_pairs.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.99999976,-0.30877903,0.23034912,-0.28280455,-0.21315642,-0.08815357
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+far,-0.21315642,0.10983951,-0.054731935,0.14370592,1.0000002,0.36851248
+close,-0.08815357,0.012737805,-0.06198329,0.1688136,0.36851248,1.0000004
diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L10_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L10_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bd7d3659b9ac67a49386a9c12789c5afe5a3a7d
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L10_both_correct.csv
@@ -0,0 +1,5 @@
+,left,right,above,under
+left,0.9999998,-0.24439014,0.24596825,-0.28891402
+right,-0.24439014,1.0000004,-0.039926045,0.19897832
+above,0.24596825,-0.039926045,1.0000002,-0.673165
+under,-0.28891402,0.19897832,-0.673165,0.99999976
diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L11_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L11_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2779a43a7839b8b387e007cbedb1fcf84c09d8ff
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L11_all_pairs.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
+left,0.9999999,-0.3220293,0.23757118,-0.28116465,-0.21287262,-0.09809056
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+far,-0.21287262,0.09885028,-0.03900562,0.16226947,0.9999999,0.4067309
+close,-0.09809056,0.034753248,-0.015900468,0.15539253,0.4067309,1.0000002
diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L11_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L11_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83969fa3bc57c1c2f6897632d7e65dcd790c607c
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L11_both_correct.csv
@@ -0,0 +1,5 @@
+,left,right,above,under
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+above,0.24956974,-0.056265965,1.0000001,-0.7010237
+under,-0.2967286,0.17975248,-0.7010237,1.0
diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L12_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L12_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5180f948b1dd51814db09879a0dcb2e752a1d7c1
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L12_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L12_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L12_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d559497ea6cdafbe83118c30bee65c923670c87e
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+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L12_both_correct.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L13_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L13_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b127f44ecb8dfa9391db3bd60281e5236f5a6f90
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L13_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L13_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L13_both_correct.csv
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index 0000000000000000000000000000000000000000..9ea2ac77cc1db9ca89d9a5c5daeee26fab58e246
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L14_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L14_all_pairs.csv
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index 0000000000000000000000000000000000000000..75fe692a7006a3f1a710eecc33b46f8fcbb91ff2
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L14_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L14_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70cc1eec750522a022bc12f334225898251b56eb
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+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L14_both_correct.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L15_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L15_all_pairs.csv
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index 0000000000000000000000000000000000000000..c890f4e7825f5eb96449c9ec2f71992b00486ba4
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L15_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L15_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1203bd23a76f16d8070c01679433c2f4b0e33a2c
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L16_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L16_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c16ac018ed6a75898580be69626f5e18f4c8fa08
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L16_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L16_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L16_both_correct.csv
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index 0000000000000000000000000000000000000000..002c2cdd6d9d910600e1350b6277708c31518a19
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L17_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L17_all_pairs.csv
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index 0000000000000000000000000000000000000000..fb56c9244fe11dc6b0a1ddc19c15c2b16ddeeaeb
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L17_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L17_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41704892178ea28e41ad598c1fc80c6f5439f3ef
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L18_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L18_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52af7880a8452a32f134c8db2d79ed308fa2964d
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L18_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L18_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L18_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0081b834ec8c765ce9265b62fe49809965e61aba
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L19_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L19_all_pairs.csv
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index 0000000000000000000000000000000000000000..4dfe40bacb6bec62c3d2ccb5acba93d160af42c7
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L19_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L19_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L19_both_correct.csv
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index 0000000000000000000000000000000000000000..cfd7bbde83508e4280f75d769a156672610a9278
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L1_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L1_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3367262b13a2892045665472b43c51d8692da520
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L1_all_pairs.csv
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index 0000000000000000000000000000000000000000..36d4220ac5824c9215f6f96d9d768c80b3c7e30d
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L20_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L20_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c66ac0c03541c4820600ddc9e8f874430cfa4833
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L20_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L20_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L20_both_correct.csv
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index 0000000000000000000000000000000000000000..2d09913e740e27301d3232dffae54e0ac7e76e7d
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L21_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L21_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29f2034b28ba563c53cadc70a1707661c9c270f2
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L21_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L21_both_correct.csv
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index 0000000000000000000000000000000000000000..ce6f360f9417ff1b1e6ca6d6a9f0fe8fa071bb61
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L22_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L22_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f77c2e8dfa9eb637230b9710bc9ab5e8c6b1aa7
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L22_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L22_both_correct.csv
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index 0000000000000000000000000000000000000000..05918bf63b6a9fd715b9644bb79f7b0cb45b6f94
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L23_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L23_all_pairs.csv
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index 0000000000000000000000000000000000000000..ba1ee9a7fea479872c8415a5b3b1510356938e7c
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L23_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L23_both_correct.csv
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index 0000000000000000000000000000000000000000..e8f6ba2e4acf07cc9d513bedf23ec5ca5b222ccc
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L24_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L24_all_pairs.csv
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index 0000000000000000000000000000000000000000..e228c7b170f6827d81efd6367a2c012cd2ad3c3a
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L24_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L24_both_correct.csv
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index 0000000000000000000000000000000000000000..336a7b160a3d9d6f19aeb74a06fe4208ba1e643c
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L25_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L25_all_pairs.csv
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index 0000000000000000000000000000000000000000..89cee556a491a1fbbae112d392bb1f8c64b7d6c1
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index 0000000000000000000000000000000000000000..3b2b77c251ec99816a8f075ea75b10f53cdce648
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L26_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L26_all_pairs.csv
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index 0000000000000000000000000000000000000000..137deb5071b5a6e160f6c7fddfccb9c23c44c92e
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index 0000000000000000000000000000000000000000..28ca99e93bfd7bb822a792e98c0c5ee0fe160469
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index 0000000000000000000000000000000000000000..022b5b73b90247a07322eefae8323480a8908e63
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index 0000000000000000000000000000000000000000..0490c4796d8b572d639c9f600bc3c92072463281
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index 0000000000000000000000000000000000000000..7bef803bc1ffb5c9e16b86ba98d53657bc212149
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index 0000000000000000000000000000000000000000..018bd47683e5404f1a3b7ed1b2b01f1db024fa0b
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index 0000000000000000000000000000000000000000..6afe2406a1cb0d705c1b12020bc7ab6c6215309a
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index 0000000000000000000000000000000000000000..398b84b409cc966564289c9102e67682a322fd26
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index 0000000000000000000000000000000000000000..bcf42a980ca4feda55e6573755815c1583c75baa
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index 0000000000000000000000000000000000000000..ba82d338d54227682b8da823adc8d52a5167e4d8
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index 0000000000000000000000000000000000000000..dbb387e590d98fd1a3c8886c7fe0082b72077426
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index 0000000000000000000000000000000000000000..5bf553101a6f60f97c650fcea58b70c1438ae895
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index 0000000000000000000000000000000000000000..fdb4642c546c1d2fe0afec3326d80ae08aa7f208
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L32_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L32_all_pairs.csv
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index 0000000000000000000000000000000000000000..30c86dd0b32052b3ce7a005fdeae88189c0b8c3d
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index 0000000000000000000000000000000000000000..d823762ce2f0c7dc6a92f37c9486ed34ca9c1117
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L33_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L33_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79f551bba7f9aaa870bdf35f60ddafd27f19cef3
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L33_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L33_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9d4a0780ba573163b07e989ecab9992155f5cb4
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L34_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L34_all_pairs.csv
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index 0000000000000000000000000000000000000000..d05630345ecaf5b132d384218f6ba84d563671ee
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L34_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L34_both_correct.csv
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index 0000000000000000000000000000000000000000..867978a8a0494d4558b6e8960a2799a9729acd1d
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L35_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L35_all_pairs.csv
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index 0000000000000000000000000000000000000000..d3416017bee961f3ae311cb20a9b01fc8e41fb93
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L35_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L35_both_correct.csv
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index 0000000000000000000000000000000000000000..6f89fc876ecc2f9727e54f62bf58685fe55b426f
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L3_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L3_all_pairs.csv
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index 0000000000000000000000000000000000000000..abfa02e6d47128163bcf7e9dd10cc62370a3a99b
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index 0000000000000000000000000000000000000000..a1e23d56b7f0e14220bdca50d37b9f21c478f30e
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L4_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L4_all_pairs.csv
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index 0000000000000000000000000000000000000000..55fed3fd9c452e03681c87512ecb76062ab7bfea
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index 0000000000000000000000000000000000000000..1577dac12718123376f0f8549b14882f89c9869b
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L5_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_2m_L5_all_pairs.csv
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index 0000000000000000000000000000000000000000..d17800828a13f3f45a51223daeb91954d8803252
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index 0000000000000000000000000000000000000000..a7be415f1fb3b3745057949d966909a35ac481f6
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index 0000000000000000000000000000000000000000..543f4a5cd6084c0e8afc67c46e3994f9a69a0e64
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index 0000000000000000000000000000000000000000..151d5cd27e9fbcf3dff1d248509653ed416e8c67
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index 0000000000000000000000000000000000000000..eab9aaf49cf825bd2461aa1fd08304e21bb50b4d
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index 0000000000000000000000000000000000000000..215e230fb521eb156a6b562c0dff7def2df2f49c
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index 0000000000000000000000000000000000000000..e283c21a5943f3d50f7281e9dd64d7b4bc1a466e
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index 0000000000000000000000000000000000000000..9182300cba4047dbd890f496ff65b5178471572d
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index 0000000000000000000000000000000000000000..b1a481e61ab43f116bb8bf755652765789022f05
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index 0000000000000000000000000000000000000000..fffb98c5ed24b49aa1230b4176f24c6503613925
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_400k_L0_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_400k_L0_all_pairs.csv
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index 0000000000000000000000000000000000000000..477a6ad7bea00c4e3e75264130fc72e8c48595ff
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index 0000000000000000000000000000000000000000..a593a32630a9135e6498509b908c676988772b85
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_400k_L10_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_400k_L10_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47011875637b69488defc72acee7aafef7c47c6e
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index 0000000000000000000000000000000000000000..13aad1b3e3e725b2898210fd3cff92236d0d7f2c
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index 0000000000000000000000000000000000000000..0f67c9c340902588c5761b06297fc4337dbc4674
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index 0000000000000000000000000000000000000000..81bd3eb2336651515363049842bdd016752eb3d9
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index 0000000000000000000000000000000000000000..223b1d526b9cb2098e5299825b4456058db8806f
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index 0000000000000000000000000000000000000000..7e6286b95e672f225b742254c5fc73414c0e6890
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_800k_L0_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_800k_L0_all_pairs.csv
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index 0000000000000000000000000000000000000000..468e83ce879e929dd2bbd51e5ea8252576aae1ee
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_800k_L10_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_800k_L10_all_pairs.csv
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index 0000000000000000000000000000000000000000..5547abae9cb153fe07a39c2616f37c2ea8c13977
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index 0000000000000000000000000000000000000000..473e3d5504480b30a0b53165c8649531899b368c
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index 0000000000000000000000000000000000000000..3f2365df8c58ac95a27a1d33421dc3df63904868
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index 0000000000000000000000000000000000000000..2ffdb2008e7a569587d989e43ab53a15402c38fe
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index 0000000000000000000000000000000000000000..820f31db2446ff51ec6a7bad49e60f0020c82796
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_80k_L17_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_80k_L17_both_correct.csv
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index 0000000000000000000000000000000000000000..e201115557c77926a748adfbbbb1d681bb04db9f
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index 0000000000000000000000000000000000000000..19db4650778e637424097aed2a14550d5ad8fab5
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index 0000000000000000000000000000000000000000..1c5dc3ccd9b9cb61a0ffe48b96e42589ccf141a0
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index 0000000000000000000000000000000000000000..eb3425950e6035535f9233f04c5e074264c4b778
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index 0000000000000000000000000000000000000000..32298ddc77bc353b0018351ba5fa65f4647f107c
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index 0000000000000000000000000000000000000000..82ab8637e2c59ea9aa723bd96b57ebb373de5f91
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index 0000000000000000000000000000000000000000..0ecf805f7d5cc97235ad8fa5818f312103b1eb31
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index 0000000000000000000000000000000000000000..ac4476d4cb737323a1acd7f0a5bfd3f02ecc8aad
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index 0000000000000000000000000000000000000000..0090374b98441def4cdb30fba7e60856b4e23c0a
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index 0000000000000000000000000000000000000000..cb600a81953f16604b8f40494427fdb8d20c0584
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L10_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L10_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3cd9bad9c03804b6c185dc57dbacf5e5110392d
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L10_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L10_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L10_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ace7489d2db391b90e6a0c3dddd9a7077708c3f
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L11_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L11_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a440a7291e46a262fa3bd37b4426710c80358f6d
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L11_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L11_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L11_both_correct.csv
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index 0000000000000000000000000000000000000000..a58fab482c1dcfba3e2c4b42c00a1397c4b6fade
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L12_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L12_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d83586e52faebd9d6791b86ede548a18adf2dc3f
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L12_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L12_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L12_both_correct.csv
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index 0000000000000000000000000000000000000000..7e39a1718f2283b6a3cc26534361c4ac5fca330a
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L13_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L13_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce76738207cd78dc6d3a3acf09322ac7488c3bda
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L13_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L13_both_correct.csv
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index 0000000000000000000000000000000000000000..9d134567948d600189aca325e12db0efc3ed13b9
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L14_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L14_all_pairs.csv
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index 0000000000000000000000000000000000000000..0b6769e9f27f3a515c4bb90d64666f8589ea5afd
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L14_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L14_both_correct.csv
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index 0000000000000000000000000000000000000000..454f6726fb8f35b4d9aee75ed6a914d979de76d6
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L15_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L15_all_pairs.csv
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index 0000000000000000000000000000000000000000..55f08af4bed03e5b7bbd2405f0639104bb31b5c5
--- /dev/null
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index 0000000000000000000000000000000000000000..d4443f7e33d9cc562b8f669faabee98bede00aa2
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L16_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L16_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7bbe409ad3d78331850ab4af182f97b5220486a
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..8fbc61fed4eba4b154a5f5de9939a3f460a87af4
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L17_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L17_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..885288a5ebe6f97b76e2c71c3c118b2e47a7f004
--- /dev/null
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index 0000000000000000000000000000000000000000..ebd5dabf74020ece1dda7aa048745eb140350fb8
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L18_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L18_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06109f8140b56ddf1cf2381ed043dfe984fa0b3a
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L18_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L18_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..403b472a1c606673e890350485cb6557f0f864a3
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L19_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L19_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37a7f51653a0338598684f5accd6923424df2c29
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L19_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L19_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60d06db66f59e3723231a7bfa071a8ca9445d353
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L1_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L1_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..056db124a0eb343504bf5a03905d649e0c0cc232
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L1_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L1_both_correct.csv
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index 0000000000000000000000000000000000000000..ff4dc36d104ed0df7bf785e555606f17a7a4bac1
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L20_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L20_all_pairs.csv
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index 0000000000000000000000000000000000000000..c6130fb0dc5fb6361e990d931adc6dc3356691f9
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L20_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L20_both_correct.csv
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index 0000000000000000000000000000000000000000..109fcb5cbd175a86111e41be3b5d3386c85386a8
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index 0000000000000000000000000000000000000000..fe7146a2df8624cee5176912ba7ccc782715db88
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index 0000000000000000000000000000000000000000..80f74032e3cf9b6b1ef8423c41323663e7cf875b
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L22_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L22_all_pairs.csv
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index 0000000000000000000000000000000000000000..eaed647c97e276339f388dcf902792ba6ede0fba
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index 0000000000000000000000000000000000000000..ee6dbbf43070bfef00f600b1301e9fccd0ccc685
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index 0000000000000000000000000000000000000000..6cd24c7d18f020bc70021fd62fefff584f56bf4f
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index 0000000000000000000000000000000000000000..fe4c12d5bc9b8f64fd589571927345e6293fbc66
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index 0000000000000000000000000000000000000000..6abf66d1f0d06836a5749393ecc16d997efe5945
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index 0000000000000000000000000000000000000000..b86bab9298736e2793063100ab6e7823d4bad2ed
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index 0000000000000000000000000000000000000000..f8a3b984f06b30d58c573b052db101767e38bc4b
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index 0000000000000000000000000000000000000000..82cc1ca2d00b70883161ceff8b71cd6c4f75043c
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index 0000000000000000000000000000000000000000..54a81e79e31ef00f65cf4c6ca92160e6ecf4785a
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L28_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L28_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d66b46234938315417b37559332de8459544313
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L28_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L28_both_correct.csv
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index 0000000000000000000000000000000000000000..8a17e2d2f4a820e0eefa47b482d34f99f653daf7
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L29_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L29_all_pairs.csv
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index 0000000000000000000000000000000000000000..8184723fcb464043d4afa12d3fd788ba60089528
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index 0000000000000000000000000000000000000000..bd7a553058e32aa15e53bba755348619fbf27572
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index 0000000000000000000000000000000000000000..949d192c3522de54629d3fdd839e86f38aee971b
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index 0000000000000000000000000000000000000000..51bc192a7747ba92090943ee4533857a0a3de735
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index 0000000000000000000000000000000000000000..bc2f26b5bb658d01f102fa695268676cbdfc7032
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index 0000000000000000000000000000000000000000..4f9eedffd01f897ffb76ac71c54ca99eec15b331
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index 0000000000000000000000000000000000000000..61d83539f828942cd9cb6adfb915ab7cb78682a0
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index 0000000000000000000000000000000000000000..1277bbe613b5b059849f0eb32e8b7a4a3598f3b3
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index 0000000000000000000000000000000000000000..7a1a1161b7f0f0c1122d891f99b74bff8cc43b8c
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index 0000000000000000000000000000000000000000..df07410cd5efcacb5c38b1ca768cf0be5f000fc6
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L3_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L3_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8456d724e219c3cc4039a35ea09f2b01bb5376fb
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L3_both_correct.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L4_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L4_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50a430753bb0e72cffde0e5ff916c1946c4d85f6
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L4_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L4_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L4_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01c0f4319add07754e7b1fb1545e2f54a83e139d
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L4_both_correct.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L5_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L5_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8daf899cb8bdff4148307fd41b29169fc8d4656f
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L5_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L5_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L5_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1466d60a890bb40cefac1fb34bd261bb8573822f
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L6_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L6_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce6dc35893d883468d15c1cfffb1478425966f26
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L6_both_correct.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L6_both_correct.csv
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index 0000000000000000000000000000000000000000..aa0e96d95da0a5ca8ce82726eb47963cc5c937b8
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L7_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L7_all_pairs.csv
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index 0000000000000000000000000000000000000000..6ae5fbc10225be608f5bf2a50bbdce77d1a3bcdc
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L8_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L8_all_pairs.csv
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index 0000000000000000000000000000000000000000..8acdafa38bcc8c9cc1998b0783a306acd8fe81fb
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diff --git a/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L9_all_pairs.csv b/swap_analysis/results_0223/qwen/csv/delta_similarity_vanilla_L9_all_pairs.csv
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index 0000000000000000000000000000000000000000..0b6072a7339f820c15bd8a52c4cd8df7deb98346
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diff --git a/swap_analysis/results_0223/qwen/csv/predictions_2m.csv b/swap_analysis/results_0223/qwen/csv/predictions_2m.csv
new file mode 100644
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diff --git a/swap_analysis/results_0223/qwen/csv/predictions_400k.csv b/swap_analysis/results_0223/qwen/csv/predictions_400k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ec8efe6d64878149bce76ef0bead1ef910a32b7
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/predictions_400k.csv
@@ -0,0 +1,353 @@
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diff --git a/swap_analysis/results_0223/qwen/csv/predictions_800k.csv b/swap_analysis/results_0223/qwen/csv/predictions_800k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1833b2b2e9f288de4dd0bd3f07aa54a840f39a46
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/predictions_800k.csv
@@ -0,0 +1,424 @@
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diff --git a/swap_analysis/results_0223/qwen/csv/predictions_80k.csv b/swap_analysis/results_0223/qwen/csv/predictions_80k.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3819cff9c75307f14cb2ef0a280b4a5c2da2946
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/predictions_80k.csv
@@ -0,0 +1,378 @@
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diff --git a/swap_analysis/results_0223/qwen/csv/predictions_vanilla.csv b/swap_analysis/results_0223/qwen/csv/predictions_vanilla.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4bdfa92e06f4e1f56d4a1834b903a8b520bb5ad0
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/predictions_vanilla.csv
@@ -0,0 +1,619 @@
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diff --git a/swap_analysis/results_0223/qwen/csv/summary.csv b/swap_analysis/results_0223/qwen/csv/summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51b63a715f221ff5424b2a7ac22945bbe31bfb8c
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/csv/summary.csv
@@ -0,0 +1,6 @@
+scale,horizontal_n,horizontal_acc_orig,horizontal_acc_swap,horizontal_acc_both,vertical_n,vertical_acc_orig,vertical_acc_swap,vertical_acc_both,distance_n,distance_acc_orig,distance_acc_swap,distance_acc_both,overall_acc_orig,overall_acc_swap,overall_acc_both,overall_n,alignment_deepest,alignment_perm
+vanilla,400,0.92,0.905,0.86,400,0.73,0.755,0.49,400,0.5425,0.525,0.195,0.7308333333333333,0.7283333333333334,0.515,1200,0.2043104543154501,0.00020111961930524558
+80k,400,0.8925,0.9025,0.8225,400,0.5525,0.5575,0.11,400,0.5075,0.4975,0.01,0.6508333333333334,0.6525,0.31416666666666665,1200,0.18974375581404995,0.0003514579439070076
+400k,400,0.8925,0.9,0.8225,400,0.53,0.5275,0.0575,400,0.5,0.5,0.0,0.6408333333333334,0.6425,0.29333333333333333,1200,0.2040960020859635,0.0005100231501273811
+800k,400,0.8975,0.9025,0.835,400,0.6,0.6225,0.2225,400,0.5,0.5,0.0,0.6658333333333334,0.675,0.3525,1200,0.21771438723832057,0.0004745548649225384
+2m,400,0.9325,0.9225,0.9,400,0.675,0.685,0.36,400,0.5,0.5,0.0,0.7025,0.7025,0.42,1200,0.2425620452078132,-3.5263463360024616e-05
diff --git a/swap_analysis/results_0223/qwen/json/category_validity_2m.json b/swap_analysis/results_0223/qwen/json/category_validity_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1a4f04c5a5882896e9b2d921dca4a0361de9731
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/category_validity_2m.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.905,
+    "acc_swap": 0.94,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.96,
+    "acc_swap": 0.905,
+    "reliable": true
+  },
+  "above": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.37,
+    "reliable": false
+  },
+  "under": {
+    "n": 200,
+    "acc_orig": 0.35,
+    "acc_swap": 1.0,
+    "reliable": false
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.0,
+    "reliable": false
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.0,
+    "acc_swap": 1.0,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/category_validity_400k.json b/swap_analysis/results_0223/qwen/json/category_validity_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ced67439c5f2a5f9a9ae3bf6d36160f68542ea5
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/category_validity_400k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.835,
+    "acc_swap": 0.955,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.95,
+    "acc_swap": 0.845,
+    "reliable": true
+  },
+  "above": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.055,
+    "reliable": false
+  },
+  "under": {
+    "n": 200,
+    "acc_orig": 0.06,
+    "acc_swap": 1.0,
+    "reliable": false
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.0,
+    "reliable": false
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.0,
+    "acc_swap": 1.0,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/category_validity_800k.json b/swap_analysis/results_0223/qwen/json/category_validity_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b4f6c3dfb370e981339112a783dc159bef14c93
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/category_validity_800k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.83,
+    "acc_swap": 0.955,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.965,
+    "acc_swap": 0.85,
+    "reliable": true
+  },
+  "above": {
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+    "acc_orig": 1.0,
+    "acc_swap": 0.245,
+    "reliable": false
+  },
+  "under": {
+    "n": 200,
+    "acc_orig": 0.2,
+    "acc_swap": 1.0,
+    "reliable": false
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.0,
+    "reliable": false
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.0,
+    "acc_swap": 1.0,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/category_validity_80k.json b/swap_analysis/results_0223/qwen/json/category_validity_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c96e4021899982a09690e40ec25f3cefa9b5399
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/category_validity_80k.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.83,
+    "acc_swap": 0.95,
+    "reliable": true
+  },
+  "right": {
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+    "acc_orig": 0.955,
+    "acc_swap": 0.855,
+    "reliable": true
+  },
+  "above": {
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+    "acc_orig": 1.0,
+    "acc_swap": 0.115,
+    "reliable": false
+  },
+  "under": {
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+    "acc_orig": 0.105,
+    "acc_swap": 1.0,
+    "reliable": false
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 1.0,
+    "acc_swap": 0.005,
+    "reliable": false
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.015,
+    "acc_swap": 0.99,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/category_validity_vanilla.json b/swap_analysis/results_0223/qwen/json/category_validity_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fba955b7945718e463f1c2e67c6018028787766
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/category_validity_vanilla.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.895,
+    "acc_swap": 0.935,
+    "reliable": true
+  },
+  "right": {
+    "n": 200,
+    "acc_orig": 0.945,
+    "acc_swap": 0.875,
+    "reliable": true
+  },
+  "above": {
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+    "acc_orig": 0.985,
+    "acc_swap": 0.53,
+    "reliable": true
+  },
+  "under": {
+    "n": 200,
+    "acc_orig": 0.475,
+    "acc_swap": 0.98,
+    "reliable": false
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 0.825,
+    "acc_swap": 0.27,
+    "reliable": false
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.26,
+    "acc_swap": 0.78,
+    "reliable": false
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/cross_alignment_2m.json b/swap_analysis/results_0223/qwen/json/cross_alignment_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6d63562f1cfa49a842469b3f90217e363cd9c0b
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/cross_alignment_2m.json
@@ -0,0 +1,290 @@
+{
+  "L0": {
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+    "per_sample_std": 0.17269439455008342,
+    "mean_delta_alignment": -0.2537506382318062,
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+    "permutation_std": 0.002467839512974024,
+    "n_samples": 1039
+  },
+  "L1": {
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+    "n_samples": 1039
+  },
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+    "n_samples": 1039
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/cross_alignment_400k.json b/swap_analysis/results_0223/qwen/json/cross_alignment_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..370a7b4d5c35c4d1b766d090266080c868fdc2e1
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/cross_alignment_400k.json
@@ -0,0 +1,290 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/cross_alignment_800k.json b/swap_analysis/results_0223/qwen/json/cross_alignment_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..4436f275875f72a4a2b3b3f20a4c625a6b062dba
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/cross_alignment_800k.json
@@ -0,0 +1,290 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/cross_alignment_80k.json b/swap_analysis/results_0223/qwen/json/cross_alignment_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..e52d8b48b4a8cdd0166165ab30ca22b16754f402
--- /dev/null
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/cross_alignment_vanilla.json b/swap_analysis/results_0223/qwen/json/cross_alignment_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..00b3abaa7a3f82331a0fba8db7b9ac841b5d1709
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/cross_alignment_vanilla.json
@@ -0,0 +1,290 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/pred_stats_2m.json b/swap_analysis/results_0223/qwen/json/pred_stats_2m.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b244d1eadae64669200d385d23ca16bb9717efa
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/pred_stats_2m.json
@@ -0,0 +1,19 @@
+{
+  "scale": "2m",
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+  "horizontal_acc_orig": 0.9325,
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+  "overall_acc_orig": 0.7025,
+  "overall_acc_swap": 0.7025,
+  "overall_acc_both": 0.42,
+  "overall_n": 1200
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/pred_stats_400k.json b/swap_analysis/results_0223/qwen/json/pred_stats_400k.json
new file mode 100644
index 0000000000000000000000000000000000000000..48bfbe81c7f543a5ed2882469aa50887b7ecc11d
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/pred_stats_400k.json
@@ -0,0 +1,19 @@
+{
+  "scale": "400k",
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+  "horizontal_acc_orig": 0.8925,
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/pred_stats_800k.json b/swap_analysis/results_0223/qwen/json/pred_stats_800k.json
new file mode 100644
index 0000000000000000000000000000000000000000..560009425f15bcf41e61e1e940ba118b27b26c3a
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/pred_stats_800k.json
@@ -0,0 +1,19 @@
+{
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/pred_stats_80k.json b/swap_analysis/results_0223/qwen/json/pred_stats_80k.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c4ab3b5e05eb557a800a1aaa4bbc35ac4669761
--- /dev/null
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/pred_stats_vanilla.json b/swap_analysis/results_0223/qwen/json/pred_stats_vanilla.json
new file mode 100644
index 0000000000000000000000000000000000000000..204c44927a98dea283625f825b21330f958574f1
--- /dev/null
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_2m_all_pairs.json b/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_2m_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..7233d72b772ef50ec331baba3eb7de764be9c442
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_2m_both_correct.json b/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_2m_both_correct.json
new file mode 100644
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diff --git a/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_400k_all_pairs.json b/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_400k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfb44dce908eac5b311132ef23ca873956de1314
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_800k_both_correct.json b/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_800k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..a192cf02a5d0cdab9abd971b13e1599ebd3bffd2
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diff --git a/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_vanilla_all_pairs.json b/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_vanilla_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a73feb4598984d98bb4af07ecbfafcd77a744f3
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_vanilla_both_correct.json b/swap_analysis/results_0223/qwen/json/sign_corrected_consistency_vanilla_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9f65420d13a202cfd2269b5c3641636c464ff8f
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diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_2m_all_pairs.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_2m_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6fe08f75fa9070727358992bac56b64db1147d0
--- /dev/null
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_2m_both_correct.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_2m_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f52cdbe2f36250ddbaf65e74fb0ccb0f7a49318
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_2m_both_correct.json
@@ -0,0 +1,722 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_400k_all_pairs.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_400k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..96dded724ebfb92589b27922d37ea260f690e116
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_400k_all_pairs.json
@@ -0,0 +1,1082 @@
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diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_400k_both_correct.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_400k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..f928872c9fc1c72b7ef3c2a42f850decf55673d2
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_400k_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_800k_all_pairs.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_800k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dd8981c083a8c8b8ff130f7c72b42c0ebd7ce29
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_800k_all_pairs.json
@@ -0,0 +1,1082 @@
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diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_800k_both_correct.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_800k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d69035567bea41a3fda35c8bf8d9717265e0338
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_800k_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_80k_all_pairs.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_80k_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..df20fb6e1b657555f0748054306b444900353819
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_80k_all_pairs.json
@@ -0,0 +1,1082 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_80k_both_correct.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_80k_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0d6f4bb2dc4194e89891d2547d1faf0ea22c599
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_80k_both_correct.json
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_vanilla_all_pairs.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_vanilla_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..396137a7aeb5050a7a4a2c4ad78c63926ab975fb
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_vanilla_all_pairs.json
@@ -0,0 +1,1082 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen/json/within_cat_consistency_vanilla_both_correct.json b/swap_analysis/results_0223/qwen/json/within_cat_consistency_vanilla_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6995ba757c498c21e392a751f4989fc496b938c
--- /dev/null
+++ b/swap_analysis/results_0223/qwen/json/within_cat_consistency_vanilla_both_correct.json
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+  "far_L34": {
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+  "far_L35": {
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+  },
+  "close_L35": {
+    "mean": 0.1256355494260788,
+    "std": 0.1741604506969452,
+    "n": 34
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L0_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L0_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c6a7ad9d3882fde4bad07acbc90e57136d41cbf
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L0_all_pairs.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L0_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L0_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..086d977fc3d6e5eba5617be8e7fa6949b78c76b4
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L0_both_correct.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L10_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L10_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d29824f424ab2a6a6d49cd4863880a891a71dc1
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L10_all_pairs.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L10_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L10_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a48eb51f1538df029098525a74562c02e643b3d
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L10_both_correct.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L11_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L11_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90c4527bf3e577ea56253d66c444affc9aa2c6db
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L11_all_pairs.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L11_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L11_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c9fe4fd5256d0f4fceaa21eada528d411333211
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L12_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L12_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ae66ac141a4291bb4cc045406ebf542b83c49f7
--- /dev/null
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@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L12_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L12_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec9cf6a21352fad6d108ba2f1c468daf1d30d04b
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L13_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L13_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c2d48a7bd69416b6e43f9581cc5e8ea74b3c961
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L13_all_pairs.csv
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L13_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L13_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75c00bdb843178f80dde199cecc3122315a52949
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L13_both_correct.csv
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L14_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L14_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87e2f644fd6249b973ac6ed612322b14fa017058
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L14_all_pairs.csv
@@ -0,0 +1,7 @@
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L14_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L14_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a017dc12efcbc2e7ae81d46dcc745cfdb144ac0c
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L15_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L15_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd1b0d5e7ea7f58c3042ca1e5a84c9f0f05e61fa
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L15_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L15_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64e792a728ff7b373b70fcdef55322f6d6c367e3
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L16_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L16_all_pairs.csv
new file mode 100644
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L16_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L16_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70f5086a4bb661bcaf9a2632b76a25160d8ff74d
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diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L9_all_pairs.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L9_all_pairs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9de6c4a3c2580a57edeed28c9d2c338aa5ac3329
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L9_all_pairs.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
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+close,-0.10862803,-0.07862077,-0.15762009,0.22126397,-0.32947406,0.9999999
diff --git a/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L9_both_correct.csv b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L9_both_correct.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f69952f1e9bd463250608617cc23e3a0ead19953
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/delta_similarity_qwen3_32b_L9_both_correct.csv
@@ -0,0 +1,7 @@
+,left,right,above,under,far,close
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+close,-0.11143713,-0.08000085,-0.17224842,0.2719837,-0.49800467,1.0000004
diff --git a/swap_analysis/results_0223/qwen_big/csv/predictions_qwen3_32b.csv b/swap_analysis/results_0223/qwen_big/csv/predictions_qwen3_32b.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f9530b50609d01b8abde7786d1601e07b8a9447
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/csv/predictions_qwen3_32b.csv
@@ -0,0 +1,1055 @@
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diff --git a/swap_analysis/results_0223/qwen_big/json/category_validity_qwen3_32b.json b/swap_analysis/results_0223/qwen_big/json/category_validity_qwen3_32b.json
new file mode 100644
index 0000000000000000000000000000000000000000..12c672bb4222bd36d91c6434f3a8eb1b0d0cd09f
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/json/category_validity_qwen3_32b.json
@@ -0,0 +1,38 @@
+{
+  "left": {
+    "n": 200,
+    "acc_orig": 0.96,
+    "acc_swap": 0.97,
+    "reliable": true
+  },
+  "right": {
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+    "acc_orig": 0.965,
+    "acc_swap": 0.95,
+    "reliable": true
+  },
+  "above": {
+    "n": 200,
+    "acc_orig": 0.955,
+    "acc_swap": 0.99,
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+  },
+  "under": {
+    "n": 200,
+    "acc_orig": 0.99,
+    "acc_swap": 0.965,
+    "reliable": true
+  },
+  "far": {
+    "n": 200,
+    "acc_orig": 0.765,
+    "acc_swap": 0.835,
+    "reliable": true
+  },
+  "close": {
+    "n": 200,
+    "acc_orig": 0.87,
+    "acc_swap": 0.73,
+    "reliable": true
+  }
+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen_big/json/cross_alignment_qwen3_32b.json b/swap_analysis/results_0223/qwen_big/json/cross_alignment_qwen3_32b.json
new file mode 100644
index 0000000000000000000000000000000000000000..e08c6c7d2f3cb3d912941dc91c97c644c8fa9fa7
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/json/cross_alignment_qwen3_32b.json
@@ -0,0 +1,514 @@
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\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen_big/json/pred_stats_qwen3_32b.json b/swap_analysis/results_0223/qwen_big/json/pred_stats_qwen3_32b.json
new file mode 100644
index 0000000000000000000000000000000000000000..89119af419d29ebb1000631b76aa42cc493f218c
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/json/pred_stats_qwen3_32b.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
diff --git a/swap_analysis/results_0223/qwen_big/json/sign_corrected_consistency_qwen3_32b_all_pairs.json b/swap_analysis/results_0223/qwen_big/json/sign_corrected_consistency_qwen3_32b_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ec9c7d53a6e72f277d7345504f152f62100631c
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/json/sign_corrected_consistency_qwen3_32b_all_pairs.json
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diff --git a/swap_analysis/results_0223/qwen_big/json/sign_corrected_consistency_qwen3_32b_both_correct.json b/swap_analysis/results_0223/qwen_big/json/sign_corrected_consistency_qwen3_32b_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d3ebfd6c1ab126c9d791266cb5c86f529c9d51b
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diff --git a/swap_analysis/results_0223/qwen_big/json/within_cat_consistency_qwen3_32b_all_pairs.json b/swap_analysis/results_0223/qwen_big/json/within_cat_consistency_qwen3_32b_all_pairs.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f3a8fc108d4929e0f7c3d590771a12b6e59881b
--- /dev/null
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diff --git a/swap_analysis/results_0223/qwen_big/json/within_cat_consistency_qwen3_32b_both_correct.json b/swap_analysis/results_0223/qwen_big/json/within_cat_consistency_qwen3_32b_both_correct.json
new file mode 100644
index 0000000000000000000000000000000000000000..6031c5bd289901fb059154469b608660523f942f
--- /dev/null
+++ b/swap_analysis/results_0223/qwen_big/json/within_cat_consistency_qwen3_32b_both_correct.json
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\ No newline at end of file