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README.md CHANGED
@@ -27,7 +27,8 @@ configs:
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  <!-- AIM-HEADLINE:BEGIN -->
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  ## Headline
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30
- **Yes and the answer has two halves that point in opposite directions.**
 
31
 
32
  1. **AIM is exactly what it says on the tin, and that is verifiable from public artefacts alone.**
33
  The published with-AIM checkpoints are recovered, to R² = 0.9992, as a closed-form
@@ -56,8 +57,10 @@ configs:
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  all 20 matched checkpoints, the endpoint-scaled benchmark mean rises +0.219
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  (18/20 positive, Wilcoxon p = 9.5e-06) (§6 T0).
58
 
59
- **Coverage: mechanism 20/20 matched pairs, property panel 18/20.** Regenerated
60
- 2026-08-26 22:21 UTC.
 
 
61
  <!-- AIM-HEADLINE:END -->
62
  Published at
63
  [`Mergeability-2/aim-activation-informed-merging`](https://huggingface.co/datasets/Mergeability-2/aim-activation-informed-merging),
@@ -304,7 +307,63 @@ pullback cheap in activation space (that is the result above, and it is unanimou
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  checkpoints what varies most with the benchmark gain is simply how much of the merge got pulled
305
  back. On 20 points none of these correlations is individually distinguishable from zero, so this
306
  is a direction to look, not a claim.
307
- ### 3.3 The property panel
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
  The F8 suite (`figures/final/F8_metric_families.png`'s 23 properties in five families, same
310
  estimators, same 32-sentence probe) computed on **(merged model, base model)** rather than on a
@@ -465,12 +524,12 @@ Per benchmark, paired across the 20 matched pairs:
465
 
466
  | operator | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers |
467
  |:-------------------|------------:|-----------------:|-------------------------:|:---------------------------------------------------------------------------------------------------|
468
- | ALL | 49 | 24 | 0.2967 | geo_procrustes_peak_depth (+0.79), ret_procrustes_p_at_5 (+0.75), geo_svcca_peak_depth (-0.62) |
469
- | DARETaskArithmetic | 49 | 0 | 0.3778 | geo_procrustes_peak_depth (+1.50), geo_cka_peak_depth (-0.85), ret_procrustes_p_at_5 (+0.85) |
470
- | DARETies | 49 | 0 | 0.3667 | geo_svcca_late_minus_early (+1.13), subspace_overlap (-1.03), cka_to_base (+0.89) |
471
- | TaskArithmetic | 49 | 0 | 0.4254 | ret_procrustes_p_at_5 (+1.69), subspace_overlap (+1.61), geo_procrustes_peak_depth (+1.39) |
472
- | Ties | 49 | 0 | 0.2051 | subspace_overlap (+0.65), geo_svcca_peak_depth (-0.56), geo_cka_late_minus_early (+0.55) |
473
- | WIDEN | 49 | 0 | 0.2988 | geo_subspace_overlap_peak_depth (+2.00), geo_cka_peak_depth (+1.14), ret_procrustes_p_at_5 (+0.56) |
474
 
475
 
476
  Full table: `results/aim/tables/T2_per_operator.csv` (294 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
@@ -480,11 +539,11 @@ Full table: `results/aim/tables/T2_per_operator.csv` (294 rows: every metric x e
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481
  | combo | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers |
482
  |:----------------------------|------------:|-----------------:|-------------------------:|:----------------------------------------------------------------------------------------------------|
483
- | ALL | 49 | 24 | 0.2967 | geo_procrustes_peak_depth (+0.79), ret_procrustes_p_at_5 (+0.75), geo_svcca_peak_depth (-0.62) |
484
- | Code-Instruction_Tuned | 49 | 0 | 0.2866 | geo_subspace_overlap_peak_depth (+1.20), grad_l2 (-0.81), geo_svcca_peak_depth (-0.78) |
485
- | Code-Math | 49 | 0 | 0.1606 | geo_cka_late_minus_early (+0.66), subspace_overlap (-0.64), geo_procrustes_late_minus_early (-0.53) |
486
- | Code-Math-Instruction_Tuned | 49 | 0 | 0.4412 | geo_procrustes_peak_depth (+1.93), ret_procrustes_p_at_5 (+1.13), geo_svcca_mean (+0.98) |
487
- | Math-Instruction_Tuned | 49 | 0 | 0.4397 | ret_procrustes_p_at_5 (+1.69), geo_procrustes_peak_depth (+1.69), geo_svcca_mean (+0.91) |
488
 
489
 
490
  Full table: `results/aim/tables/T3_per_combo.csv` (245 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
@@ -497,49 +556,54 @@ One row per (operator, task combination, property): the with-AIM value, its base
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498
  ### F8 / F8b — the property panels, pooled row
499
 
500
- `figures/aim/F8_AIM_metric_families.png` panels (a)/(b)/(c) and `figures/aim/F8b_AIM_property_deltas.png`, bottom row (`all (within-op.)`, n = 1 pairs). Correlations are against the endpoint-scaled published benchmark mean.
501
-
502
- | property | family | r with AIM | r baseline | delta r | paired delta property (SD) | q (BH) |
503
- |:--------------------------|:---------------|:-------------|:-------------|:----------|:-----------------------------|:---------|
504
- | weight_cosine | weight space | | | | | |
505
- | qmd_raw | weight space | | | | | |
506
- | coord_fraction | weight space | — | — | — | — | — |
507
- | subspace_overlap | weight space | | | | | |
508
- | spectral_overcounting | weight space | | | | | |
509
- | geo_cka_mean | representation | | | | | |
510
- | geo_procrustes_mean | representation | | | | | |
511
- | geo_subspace_overlap_mean | representation | | | | | |
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- | geo_svcca_mean | representation | | | | | |
513
- | geo_cka_late_minus_early | representation | | | | | |
514
- | ret_identity_p_at_1 | retrieval | — | — | — | — | — |
515
- | ret_procrustes_p_at_1 | retrieval | — | — | — | — | — |
516
- | ret_ridge_p_at_1 | retrieval | — | — | — | — | — |
517
- | ret_gain_over_identity | retrieval | — | — | — | — | — |
518
- | grad_cosine | gradient | | | | | |
519
- | grad_l2 | gradient | | | | | |
520
- | grad_norm_ratio | gradient | | | | | |
521
- | grad_cosine_layer_min | gradient | | | | | |
522
- | beh_js | behaviour | | | | | |
523
- | beh_logit_cosine | behaviour | | | | | |
524
- | beh_topk_overlap | behaviour | | | | | |
525
- | beh_rank_corr | behaviour | | | | | |
526
- | beh_entropy_gap | behaviour | | | | | |
527
 
528
 
529
  **Does AIM change which properties track the outcome?** The cross-arm agreement of the property ranking is compared against a within-arm split-half ceiling (the six published benchmarks split into two disjoint halves), because with four task combinations per operator an agreement near zero could equally mean 'the ranking changed' or 'four points cannot pin down a correlation'.
530
 
531
- | quantity | Spearman over properties |
532
- |:-------------------------------|:---------------------------|
533
- | within_arm_split_half_baseline ||
534
- | within_arm_split_half_aim ||
535
- | cross_arm_full_outcome ||
536
- | cross_arm_h1 ||
537
- | cross_arm_h2 | |
 
 
 
 
 
538
 
539
 
540
  ### T5 — Coverage and provenance
541
 
542
- **Mechanism (§3.2): 20/20 matched pairs. Property panel (§3.3): 18/20.** Published benchmark scores cover 20/20 — they were transcribed, not measured. A pair with `panel_status = not-run` was not reached before the panel phase's wall-clock deadline; its mechanism result is unaffected.
543
 
544
  | operator_label | combo | mech_status | panel_status | weight_mechanism | activation_mechanism | property_panel_both_arms | published_benchmarks |
545
  |:-----------------|:----------------------------|:--------------|:---------------|:-------------------|:-----------------------|:---------------------------|:-----------------------|
@@ -558,11 +622,11 @@ One row per (operator, task combination, property): the with-AIM value, its base
558
  | DARE TIES | Code-Math | ok | ok | True | True | True | True |
559
  | DARE TIES | Code-Instruction_Tuned | ok | ok | True | True | True | True |
560
  | DARE TIES | Math-Instruction_Tuned | ok | ok | True | True | True | True |
561
- | DARE TIES | Code-Math-Instruction_Tuned | ok | not-run | True | True | False | True |
562
  | WIDEN | Code-Math | ok | ok | True | True | True | True |
563
  | WIDEN | Code-Instruction_Tuned | ok | ok | True | True | True | True |
564
  | WIDEN | Math-Instruction_Tuned | ok | ok | True | True | True | True |
565
- | WIDEN | Code-Math-Instruction_Tuned | ok | not-run | True | True | False | True |
566
 
567
 
568
  F8 property columns, and the reason for any that are empty. NaN-by-construction columns are kept rather than dropped.
 
27
  <!-- AIM-HEADLINE:BEGIN -->
28
  ## Headline
29
 
30
+ **AIM does exactly what it claims, the targeting is what makes it work and it changes
31
+ nothing about what predicts a good merge.**
32
 
33
  1. **AIM is exactly what it says on the tin, and that is verifiable from public artefacts alone.**
34
  The published with-AIM checkpoints are recovered, to R² = 0.9992, as a closed-form
 
57
  all 20 matched checkpoints, the endpoint-scaled benchmark mean rises +0.219
58
  (18/20 positive, Wilcoxon p = 9.5e-06) (§6 T0).
59
 
60
+ 5. **But it does not change what makes a merge work.** The F8 property suite, computed on (merged model, base model) for both arms of all 20 pairs, shows 12 of 18 properties moving significantly and **all of them toward the base model** (`F8b_AIM_property_deltas.png`) — the representation family 4.3× further than the weight-space family, the same leverage as (3). But not one of the 216 property-vs-outcome correlation cells survives multiplicity correction, and the with-minus-without change in those correlations (mean |Δr| = 0.32) is **inside** the noise band you get from re-splitting the same benchmarks within one arm ([+0.24, +0.98]). **Verdict: no detectable change** (§3.3).
61
+
62
+ **Coverage: mechanism 20/20 matched pairs, property panel 20/20.** Regenerated
63
+ 2026-08-26 22:36 UTC.
64
  <!-- AIM-HEADLINE:END -->
65
  Published at
66
  [`Mergeability-2/aim-activation-informed-merging`](https://huggingface.co/datasets/Mergeability-2/aim-activation-informed-merging),
 
307
  checkpoints what varies most with the benchmark gain is simply how much of the merge got pulled
308
  back. On 20 points none of these correlations is individually distinguishable from zero, so this
309
  is a direction to look, not a claim.
310
+ ### 3.3 RESULT AIM moves the merge toward the base model in every family, and changes nothing about what predicts the outcome
311
+
312
+ **Coverage: 20/20 matched pairs, both arms.** Two figures, and they say different things.
313
+
314
+ **`figures/aim/F8b_AIM_property_deltas.png` — what AIM moves.** The paired with-minus-without
315
+ difference in each property, over the 20 matched pairs, in units of that property's
316
+ across-checkpoint SD. **12 of the 18 measurable
317
+ properties survive Benjamini–Hochberg** across the panel, and every one of them moves in the same
318
+ direction: the with-AIM merge is closer to the base model. Nothing moves the other way.
319
+
320
+ | family | properties | survive BH | mean abs paired delta (SD) |
321
+ |:---------------|-------------:|-------------:|:-----------------------------|
322
+ | weight space | 4 | 1 | 0.122 |
323
+ | representation | 5 | 5 | 0.522 |
324
+ | retrieval | 0 | 0 | — (not identified) |
325
+ | gradient | 4 | 2 | 0.239 |
326
+ | behaviour | 5 | 4 | 0.310 |
327
+
328
+ That table is the §3.2 result again, from an independent direction and with an independent
329
+ estimator. AIM's *weight-space* distance from base (`qmd_raw`) falls by 0.22 SD;
330
+ its *representation* geometry moves 4.3× further. The intervention is small in the
331
+ space it is applied to and large in the space it is aimed at, which is exactly what an
332
+ activation-informed method is supposed to buy and exactly what the magnitude-matched control in
333
+ §3.2 shows a uniform shrink does not.
334
+
335
+ The one family that does **not** move is retrieval — and that is a measurement limit, not a
336
+ finding. At d = 5120 with a 32-sentence probe the Procrustes and ridge maps are fitted from 19
337
+ observations and are rank-deficient by a factor of 270; those columns are not identified here.
338
+
339
+ **`figures/aim/F8_AIM_metric_families.png` — what AIM does *not* change.** Panels (a) and (b) are
340
+ the F8 grammar applied to each arm: operators on the rows, the same 23 properties in the same five
341
+ families on the columns, cells the signed Pearson *r* of the property with the published
342
+ endpoint-scaled benchmark mean. Panel (c) is (a) − (b).
343
+
344
+ **All 216 correlation cells in panels (a) and (b) are struck through: not one survives Benjamini–Hochberg.**
345
+ That is the honest arithmetic of the design rather than a failure of the method — each operator has
346
+ four task combinations, so a per-operator correlation has n = 4 and its exact permutation p cannot
347
+ fall below 1/12; the pooled row has 20 checkpoints but only four independent task combinations to
348
+ permute.
349
+
350
+ So panel (c) has to be read as a magnitude, not a test. It is small: the mean absolute change in
351
+ *r* across the 18 measurable properties is **0.32**, against a
352
+ noise floor established by splitting the six published benchmarks into two disjoint halves and
353
+ asking how well the property ranking agrees with *itself* within one arm. Those within-arm
354
+ split-half agreements are +0.24 and +0.98 (Spearman over properties); the **cross-arm**
355
+ agreement is **+0.64** — inside the band.
356
+
357
+ **Verdict: no detectable change.** Re-splitting the same benchmarks within one arm perturbs the property
358
+ ranking at least as much as swapping the arm does. On this design, activation-informed merging
359
+ does not detectably change which properties track the merge outcome.
360
+
361
+ That is a clean null on a well-matched design, and it is consistent with the mechanism: AIM never
362
+ touches the merge operator, never touches the parents, and appreciably rescales under 1% of input
363
+ channels (§2.3). It moves a merged model — measurably, in a direction that is the same for every
364
+ operator and every task combination — without changing the relationship between a merge's
365
+ properties and how good it is.
366
+ ### 3.4 How the property panel was computed
367
 
368
  The F8 suite (`figures/final/F8_metric_families.png`'s 23 properties in five families, same
369
  estimators, same 32-sentence probe) computed on **(merged model, base model)** rather than on a
 
524
 
525
  | operator | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers |
526
  |:-------------------|------------:|-----------------:|-------------------------:|:---------------------------------------------------------------------------------------------------|
527
+ | ALL | 49 | 25 | 0.3632 | geo_procrustes_peak_depth (+0.83), ret_procrustes_p_at_5 (+0.78), geo_svcca_peak_depth (-0.61) |
528
+ | DARETaskArithmetic | 49 | 0 | 0.4439 | geo_procrustes_peak_depth (+1.45), geo_cka_peak_depth (-0.87), ret_procrustes_p_at_5 (+0.87) |
529
+ | DARETies | 49 | 0 | 0.4886 | geo_svcca_late_minus_early (+1.36), geo_procrustes_peak_depth (+1.34), geo_cka_peak_depth (-1.09) |
530
+ | TaskArithmetic | 49 | 0 | 0.5017 | ret_procrustes_p_at_5 (+1.73), subspace_overlap (+1.66), geo_procrustes_peak_depth (+1.34) |
531
+ | Ties | 49 | 0 | 0.2425 | subspace_overlap (+0.66), geo_cka_late_minus_early (+0.56), geo_svcca_peak_depth (-0.53) |
532
+ | WIDEN | 49 | 0 | 0.3423 | geo_subspace_overlap_peak_depth (+1.58), geo_cka_peak_depth (+0.87), ret_procrustes_p_at_5 (+0.87) |
533
 
534
 
535
  Full table: `results/aim/tables/T2_per_operator.csv` (294 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
 
539
 
540
  | combo | n_metrics | n_moved_q<0.05 | mean_|diff| (SD units) | largest movers |
541
  |:----------------------------|------------:|-----------------:|-------------------------:|:----------------------------------------------------------------------------------------------------|
542
+ | ALL | 49 | 25 | 0.3632 | geo_procrustes_peak_depth (+0.83), ret_procrustes_p_at_5 (+0.78), geo_svcca_peak_depth (-0.61) |
543
+ | Code-Instruction_Tuned | 49 | 0 | 0.3395 | geo_subspace_overlap_peak_depth (+1.26), grad_l2 (-0.80), geo_svcca_peak_depth (-0.74) |
544
+ | Code-Math | 49 | 0 | 0.1911 | subspace_overlap (-0.66), geo_cka_late_minus_early (+0.66), geo_procrustes_late_minus_early (-0.54) |
545
+ | Code-Math-Instruction_Tuned | 49 | 0 | 0.5143 | geo_procrustes_peak_depth (+1.68), ret_procrustes_p_at_5 (+1.04), cka_to_base (+0.93) |
546
+ | Math-Instruction_Tuned | 49 | 0 | 0.5161 | ret_procrustes_p_at_5 (+1.73), geo_procrustes_peak_depth (+1.63), geo_svcca_mean (+0.89) |
547
 
548
 
549
  Full table: `results/aim/tables/T3_per_combo.csv` (245 rows: every metric x every level, with the paired mean difference in SD units, the count of positive differences, Wilcoxon/sign p and BH q).
 
556
 
557
  ### F8 / F8b — the property panels, pooled row
558
 
559
+ `figures/aim/F8_AIM_metric_families.png` panels (a)/(b)/(c) and `figures/aim/F8b_AIM_property_deltas.png`, bottom row (`all (within-op.)`, n = 20 pairs). Correlations are against the endpoint-scaled published benchmark mean.
560
+
561
+ | property | family | r with AIM | r baseline | delta r | paired delta property (SD) | q (BH) |
562
+ |:--------------------------|:---------------|:-------------|:-------------|:----------|:-----------------------------|:----------|
563
+ | weight_cosine | weight space | -0.3263 | 0.04417 | -0.3705 | 1.549e-05 | 0.1849 |
564
+ | qmd_raw | weight space | 0.3543 | -0.02069 | 0.3749 | -0.2204 | 2.503e-05 |
565
+ | coord_fraction | weight space | — | — | — | — | — |
566
+ | subspace_overlap | weight space | 0.1779 | -0.3726 | 0.5505 | 0.2656 | 0.4485 |
567
+ | spectral_overcounting | weight space | -0.4281 | -0.1548 | -0.2733 | 0.001196 | 0.6212 |
568
+ | geo_cka_mean | representation | 0.1309 | 0.4916 | -0.3607 | 0.5648 | 2.503e-05 |
569
+ | geo_procrustes_mean | representation | -0.1913 | -0.5677 | 0.3763 | -0.5539 | 2.503e-05 |
570
+ | geo_subspace_overlap_mean | representation | 0.2967 | 0.6692 | -0.3725 | 0.425 | 2.503e-05 |
571
+ | geo_svcca_mean | representation | 0.1751 | 0.6714 | -0.4963 | 0.5149 | 0.0001113 |
572
+ | geo_cka_late_minus_early | representation | 0.2585 | 0.4179 | -0.1594 | 0.5537 | 2.503e-05 |
573
+ | ret_identity_p_at_1 | retrieval | — | — | — | — | — |
574
+ | ret_procrustes_p_at_1 | retrieval | — | — | — | — | — |
575
+ | ret_ridge_p_at_1 | retrieval | — | — | — | — | — |
576
+ | ret_gain_over_identity | retrieval | — | — | — | — | — |
577
+ | grad_cosine | gradient | -0.1334 | 0.1461 | -0.2795 | 0.3867 | 0.0002003 |
578
+ | grad_l2 | gradient | -0.2863 | -0.2413 | -0.04494 | -0.4187 | 0.04883 |
579
+ | grad_norm_ratio | gradient | -0.3615 | -0.1257 | -0.2358 | 0.01775 | 1 |
580
+ | grad_cosine_layer_min | gradient | -0.4962 | -0.3037 | -0.1925 | 0.1309 | 0.358 |
581
+ | beh_js | behaviour | -0.2728 | -0.6451 | 0.3723 | -0.2395 | 2.503e-05 |
582
+ | beh_logit_cosine | behaviour | 0.2548 | 0.6439 | -0.3891 | 0.4425 | 2.503e-05 |
583
+ | beh_topk_overlap | behaviour | 0.4404 | 0.6939 | -0.2535 | 0.327 | 0.0008383 |
584
+ | beh_rank_corr | behaviour | 0.2513 | 0.6428 | -0.3915 | 0.4338 | 2.503e-05 |
585
+ | beh_entropy_gap | behaviour | 0.2796 | 0.6307 | -0.3511 | 0.1068 | 0.05893 |
586
 
587
 
588
  **Does AIM change which properties track the outcome?** The cross-arm agreement of the property ranking is compared against a within-arm split-half ceiling (the six published benchmarks split into two disjoint halves), because with four task combinations per operator an agreement near zero could equally mean 'the ranking changed' or 'four points cannot pin down a correlation'.
589
 
590
+ | quantity | Spearman over properties |
591
+ |:-------------------------------|---------------------------:|
592
+ | within_arm_split_half_baseline | 0.9835 |
593
+ | within_arm_split_half_aim | 0.2446 |
594
+ | cross_arm_full_outcome | 0.645 |
595
+ | cross_arm_h1 | 0.872 |
596
+ | cross_arm_h2 | 0.02786 |
597
+ | within_arm_mean | 0.614 |
598
+ | cross_arm_mean | 0.4499 |
599
+
600
+
601
+ **Verdict: no detectable change.**
602
 
603
 
604
  ### T5 — Coverage and provenance
605
 
606
+ **Mechanism (§3.2): 20/20 matched pairs. Property panel (§3.3): 20/20.** Published benchmark scores cover 20/20 — they were transcribed, not measured. A pair with `panel_status = not-run` was not reached before the panel phase's wall-clock deadline; its mechanism result is unaffected.
607
 
608
  | operator_label | combo | mech_status | panel_status | weight_mechanism | activation_mechanism | property_panel_both_arms | published_benchmarks |
609
  |:-----------------|:----------------------------|:--------------|:---------------|:-------------------|:-----------------------|:---------------------------|:-----------------------|
 
622
  | DARE TIES | Code-Math | ok | ok | True | True | True | True |
623
  | DARE TIES | Code-Instruction_Tuned | ok | ok | True | True | True | True |
624
  | DARE TIES | Math-Instruction_Tuned | ok | ok | True | True | True | True |
625
+ | DARE TIES | Code-Math-Instruction_Tuned | ok | ok | True | True | True | True |
626
  | WIDEN | Code-Math | ok | ok | True | True | True | True |
627
  | WIDEN | Code-Instruction_Tuned | ok | ok | True | True | True | True |
628
  | WIDEN | Math-Instruction_Tuned | ok | ok | True | True | True | True |
629
+ | WIDEN | Code-Math-Instruction_Tuned | ok | ok | True | True | True | True |
630
 
631
 
632
  F8 property columns, and the reason for any that are empty. NaN-by-construction columns are kept rather than dropped.
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  • Pointer size: 131 Bytes
  • Size of remote file: 514 kB
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results/ledger_s1.json CHANGED
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results/panel_rows_s0.csv CHANGED
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results/panel_rows_s1.csv CHANGED
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@@ -16,438 +60,1076 @@
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tables/T2_per_operator.csv CHANGED
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- ALL,beh_logit_cosine,behaviour,0.9219641389532222,0.9456065069470141,0.023642367993791918,18,0.41791488124644427,0.25858484367767176,18.0,7.62939453125e-06,7.62939453125e-06,8.35418701171875e-05
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- ALL,beh_rank_corr,behaviour,0.9228851034750905,0.9447610676917351,0.021875964216644648,18,0.4145590206338195,0.2628722782467957,18.0,7.62939453125e-06,7.62939453125e-06,8.35418701171875e-05
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- ALL,spectral_overcounting,weight space,-1.0000130732854207,-1.0000130534172058,1.9868214925130207e-08,18,0.0019488931335841096,0.0,4.0,0.21875,1.0,0.3487261146496815
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- ALL,subspace_overlap,weight space,0.9984574847751193,0.9985864361127218,0.00012895133760236642,18,0.25937589620326873,0.29840683328299855,10.0,0.3692169189453125,0.8145294189453125,0.5085440581699587
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- ALL,weight_cosine,weight space,0.9983763860331641,0.9983764025900099,1.6556845777109746e-08,18,1.6752999298029414e-05,0.0,3.0,,0.25,0.3487261146496815
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- DARETaskArithmetic,beh_entropy_gap,behaviour,-1.324906358394624,-1.3013962714386238,0.023510086955999987,4,0.04421062741717084,0.049947970556803306,2.0,,1.0,1.0
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- DARETaskArithmetic,beh_js,behaviour,0.11460933477749487,0.10311451915754016,-0.0114948156199547,4,-0.23114800774277072,-0.2245144272598132,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_js_to_base,behaviour,0.11460933478285257,0.10311451916199893,-0.011494815620853626,4,-0.23112024954724675,-0.2244874656853442,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_kl_sym,behaviour,0.5606044119813816,0.49374646683081685,-0.06685794515056469,4,-0.25734556983214774,-0.2678435394151691,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_kl_to_base,behaviour,0.5022509778870359,0.43859794381926387,-0.06365303406777195,4,-0.2927330514373807,-0.31725919001983816,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_logit_cosine,behaviour,0.8871915726922452,0.9211910241283476,0.03399945143610239,4,0.6009921135266142,0.6420465087283111,4.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_logit_kl,behaviour,0.5022506409938373,0.43859785211166574,-0.06365278888217159,4,-0.294283415754922,-0.31893961838955026,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_logit_l2,behaviour,262.76894760131836,223.00905990600586,-39.7598876953125,4,-0.5268506433011131,-0.5692223547222068,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_rank_corr,behaviour,0.8891252973880142,0.9217081031269845,0.03258280573897021,4,0.6174583164828962,0.656133269401219,4.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,beh_topk_overlap,behaviour,0.7234375000000001,0.7414062499999999,0.017968750000000006,4,0.2809356832047394,0.29315027812668343,4.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,grad_cosine,gradient,0.3123224257247393,0.3762070248968193,0.06388459917208,4,0.4125514229785717,0.4320136975990927,4.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,grad_cosine_layer_late_minus_early,gradient,0.16561499331146476,0.10636589070782065,-0.05924910260364409,4,-0.39445745566546986,0.033814812180582896,2.0,,1.0,1.0
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- DARETaskArithmetic,grad_cosine_layer_mean,gradient,0.31874224178027355,0.3777440936421044,0.0590018518618308,4,0.4102164189904436,0.4108036455245887,4.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,grad_cosine_layer_min,gradient,-0.022353021427989003,-0.006537254899740191,0.01581576652824881,4,0.1007854368714052,-0.03703271693792152,2.0,,1.0,1.0
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- DARETaskArithmetic,grad_l2,gradient,2628.106959953126,2577.338498845309,-50.76846110781696,4,-0.2610210866674687,-0.7776257910286111,1.0,,0.625,0.7438858695652174
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- DARETaskArithmetic,grad_norm_a,gradient,1667.948866203907,1737.5536772497373,69.60481104582993,4,0.12758356920705013,-0.20556354816820283,1.0,,0.625,0.7438858695652174
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  DARETaskArithmetic,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
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- DARETaskArithmetic,grad_norm_ratio,gradient,0.6266347335152584,0.5993244306483849,-0.027310302866873568,4,-0.16354389293543165,-0.2523075012643703,1.0,,0.625,0.7438858695652174
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- DARETaskArithmetic,act_deviation_from_base,other,0.3368888414464891,0.2870386422378942,-0.049850199208594875,4,-0.6045540297413006,-0.6458657290521284,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,qmd_raw_from_base,other,0.06632904456130037,0.06089247289720014,-0.005436571664100237,4,-0.2671609879326216,-0.31748988518449245,0.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,geo_cka_late_minus_early,representation,-0.08094035626310205,-0.0688832628984473,0.01205709336465475,4,0.5377411865231223,0.5630413992197243,4.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,geo_cka_mean,representation,0.983709933287018,0.9885761583884751,0.00486622510145715,4,0.7441328882871079,0.8295029594609937,4.0,,0.125,0.24886363636363637
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- DARETaskArithmetic,geo_cka_peak_depth,representation,0.1858974358974359,0.16025641025641024,-0.025641025641025647,4,-0.8519427513705975,-0.8519427513705975,0.0,,0.25,0.3487261146496815
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- DARETaskArithmetic,geo_procrustes_late_minus_early,representation,0.0123354344379875,0.010105403004105425,-0.0022300314338820747,4,-0.4594613604904247,-0.4577688047574937,0.0,,0.125,0.24886363636363637
76
- DARETaskArithmetic,geo_procrustes_mean,representation,0.008134522579168425,0.0051840398945790745,-0.0029504826845893504,4,-0.7862948666280166,-0.8460086373353861,0.0,,0.125,0.24886363636363637
77
- DARETaskArithmetic,geo_procrustes_peak_depth,representation,0.8269230769230769,1.0,0.17307692307692307,4,1.5005588071132936,1.4449825549979867,2.0,,0.5,0.655688622754491
78
- DARETaskArithmetic,geo_rowwise_cosine_late_minus_early,representation,-0.30815771222114563,-0.2093640863895416,0.098793625831604,4,0.6526995180492414,0.7254450968056154,4.0,,0.125,0.24886363636363637
79
- DARETaskArithmetic,geo_rowwise_cosine_mean,representation,0.9787203062325714,0.9852948911488055,0.006574584916233972,4,0.7139645417762366,0.766658783896135,4.0,,0.125,0.24886363636363637
80
- DARETaskArithmetic,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,4,0.0,0.0,0.0,,,
81
- DARETaskArithmetic,geo_subspace_overlap_late_minus_early,representation,-0.24545944652287682,-0.19910974489916622,0.04634970162371059,4,0.6367790685942402,0.6265374500106774,4.0,,0.125,0.24886363636363637
82
- DARETaskArithmetic,geo_subspace_overlap_mean,representation,0.7128917220816966,0.7530243988106525,0.040132676728955985,4,0.5164017904882685,0.53137662519564,4.0,,0.125,0.24886363636363637
83
  DARETaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
84
- DARETaskArithmetic,geo_svcca_late_minus_early,representation,0.008895645581940425,0.012135728417630776,0.00324008283569035,4,0.2975196536510237,-0.05747348693601612,1.0,,0.625,0.7438858695652174
85
- DARETaskArithmetic,geo_svcca_mean,representation,0.9844501936745372,0.9875187743966349,0.003068580722097647,4,0.7172179970623034,0.7647817353490296,4.0,,0.125,0.24886363636363637
86
- DARETaskArithmetic,geo_svcca_peak_depth,representation,0.641025641025641,0.6089743589743589,-0.03205128205128202,4,-0.6970446002434336,-0.8364535202921206,0.0,,0.25,0.3487261146496815
87
- DARETaskArithmetic,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
88
  DARETaskArithmetic,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
89
  DARETaskArithmetic,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
90
  DARETaskArithmetic,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
91
- DARETaskArithmetic,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,4,0.0,0.0,0.0,,,
92
- DARETaskArithmetic,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
93
- DARETaskArithmetic,ret_procrustes_p_at_5,retrieval,0.5192307692307693,0.5576923076923076,0.03846153846153848,4,0.8461141122266491,0.8461141122266489,2.0,,0.5,0.655688622754491
94
- DARETaskArithmetic,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,4,0.0,0.0,0.0,,,
95
- DARETaskArithmetic,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
96
- DARETaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,4,0.0,0.0,0.0,,,
97
- DARETaskArithmetic,spectral_overcounting,weight space,-1.000011831521988,-1.0000117421150208,8.940696716308594e-08,4,0.008770019101128495,0.005846679400752329,2.0,,0.5,0.655688622754491
98
- DARETaskArithmetic,subspace_overlap,weight space,0.9986326992511749,0.9986718297004699,3.913044929487741e-05,4,0.07870794939709985,0.21766074962806248,2.0,,1.0,1.0
99
- DARETaskArithmetic,weight_cosine,weight space,0.9978307783603668,0.9978308081626892,2.9802322387695312e-08,4,3.0155398725219185e-05,0.0,1.0,,1.0,1.0
100
- DARETies,beh_entropy_gap,behaviour,-1.0884789358370692,-1.052770485287832,0.035708450549237325,3,0.06714960288455693,0.14900338682514447,2.0,,1.0,1.0
101
- DARETies,beh_js,behaviour,0.09557879048245654,0.0832090208818138,-0.01236976960064274,3,-0.2487423629885875,-0.24814917838579065,0.0,,0.25,0.3487261146496815
102
- DARETies,beh_js_to_base,behaviour,0.11116158053776601,0.09826362529325261,-0.012897955244513424,4,-0.25933244456336824,-0.26965584053147773,0.0,,0.125,0.24886363636363637
103
- DARETies,beh_kl_sym,behaviour,0.45665886361635066,0.3876578719565636,-0.06900099165978706,3,-0.26559445519424846,-0.2325773276707081,0.0,,0.25,0.3487261146496815
104
- DARETies,beh_kl_to_base,behaviour,0.4986900258135608,0.4236684856389529,-0.07502154017460796,4,-0.345015515764145,-0.35956052892945745,0.0,,0.125,0.24886363636363637
105
- DARETies,beh_logit_cosine,behaviour,0.9137110443164905,0.9399025297413269,0.026191485424836552,3,0.4629744162624796,0.2950451679557428,3.0,,0.25,0.3487261146496815
106
- DARETies,beh_logit_kl,behaviour,0.4283137537367529,0.3599303357363748,-0.06838341800037807,3,-0.31615434584335095,-0.284021667331037,0.0,,0.25,0.3487261146496815
107
- DARETies,beh_logit_l2,behaviour,232.82964070638022,199.15103658040366,-33.67860412597656,3,-0.4462687215121626,-0.397533342643831,0.0,,0.25,0.3487261146496815
108
- DARETies,beh_rank_corr,behaviour,0.9146818940288611,0.938446229026837,0.023764334997976033,3,0.4503444668865895,0.2983729580724905,3.0,,0.25,0.3487261146496815
109
- DARETies,beh_topk_overlap,behaviour,0.7333333333333334,0.7552083333333334,0.02187500000000005,3,0.34200865781446604,0.4885837968778074,3.0,,0.25,0.3487261146496815
110
- DARETies,grad_cosine,gradient,0.34683836731467954,0.4029147340374523,0.056076366722772664,3,0.36212773010648697,0.3855583566835703,2.0,,1.0,1.0
111
- DARETies,grad_cosine_layer_late_minus_early,gradient,0.20652714651077986,0.2300394500295321,0.02351230351875226,3,0.1565357619825091,0.19283707245308535,3.0,,0.25,0.3487261146496815
112
- DARETies,grad_cosine_layer_mean,gradient,0.35457877826411277,0.40499176774173967,0.050412989477626964,3,0.3505014734544867,0.4093086865367648,3.0,,0.25,0.3487261146496815
113
- DARETies,grad_cosine_layer_min,gradient,-0.011175774037837968,-0.015305541455745664,-0.004129767417907697,3,-0.02631680308682503,-0.0972590964525875,1.0,,1.0,1.0
114
- DARETies,grad_l2,gradient,2590.914599364002,2507.040807484295,-83.87379187970662,3,-0.4312289130227591,-0.6440801302944362,1.0,,1.0,1.0
115
- DARETies,grad_norm_a,gradient,1772.3379937469726,1738.8027723676114,-33.53522137936087,3,-0.06146907337928568,-0.27651977802272776,1.0,,1.0,1.0
116
  DARETies,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
117
- DARETies,grad_norm_ratio,gradient,0.6658528740981378,0.6532539659791751,-0.01259890811896273,3,-0.075446782503839,-0.3393987643470955,1.0,,1.0,1.0
118
- DARETies,act_deviation_from_base,other,0.33776009783614425,0.2851606332696974,-0.05259946456644687,4,-0.6378955103633283,-0.6735627974751665,0.0,,0.125,0.24886363636363637
119
- DARETies,cka_to_base,other,0.9640446797013282,0.9774078104645014,0.013363130763173137,4,0.8949613494670974,0.8944943757651928,4.0,,0.125,0.24886363636363637
120
- DARETies,qmd_raw_from_base,other,0.06239976899221724,0.057296373632227476,-0.005103395359989763,4,-0.25078822287745417,-0.2952427263264752,0.0,,0.125,0.24886363636363637
121
- DARETies,geo_cka_late_minus_early,representation,-0.07459035530614988,-0.060885078469397426,0.01370527683675244,3,0.6112494616179954,0.7903582161540587,3.0,,0.25,0.3487261146496815
122
- DARETies,geo_cka_mean,representation,0.9857973618464971,0.9898608855119831,0.004063523665486013,3,0.6213854761703627,0.6905746020761485,3.0,,0.25,0.3487261146496815
123
- DARETies,geo_cka_peak_depth,representation,0.19658119658119655,0.17094017094017092,-0.025641025641025633,3,-0.851942751370597,-0.8519427513705989,0.0,,0.5,0.655688622754491
124
- DARETies,geo_procrustes_late_minus_early,representation,0.011008858105735299,0.008464135334459234,-0.0025447227712760666,3,-0.5242983434211508,-0.5311565084388726,0.0,,0.25,0.3487261146496815
125
- DARETies,geo_procrustes_mean,representation,0.0069422228578066335,0.004551400520425,-0.0023908223373816334,3,-0.6371470474040143,-0.5774060779879183,0.0,,0.25,0.3487261146496815
126
- DARETies,geo_procrustes_peak_depth,representation,0.8974358974358975,1.0,0.10256410256410257,3,0.8892200338449148,0.0,1.0,,1.0,1.0
127
- DARETies,geo_rowwise_cosine_late_minus_early,representation,-0.2326529026031494,-0.15772012869517005,0.07493277390797932,3,0.49505810728312255,0.4033506304430207,3.0,,0.25,0.3487261146496815
128
- DARETies,geo_rowwise_cosine_mean,representation,0.9828890065352122,0.9879991536339124,0.0051101470987001685,3,0.5549344754410032,0.43285745104747614,3.0,,0.25,0.3487261146496815
129
- DARETies,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,3,0.0,0.0,0.0,,,
130
- DARETies,geo_subspace_overlap_late_minus_early,representation,-0.2240126618696473,-0.182468634415505,0.04154402745414227,3,0.5707559311313731,0.5435749245706336,3.0,,0.25,0.3487261146496815
131
- DARETies,geo_subspace_overlap_mean,representation,0.7357707711328775,0.770734308403627,0.03496353727074956,3,0.44988858755567157,0.41065033920375726,3.0,,0.25,0.3487261146496815
132
- DARETies,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,3,0.0,0.0,0.0,,,
133
- DARETies,geo_svcca_late_minus_early,representation,0.0082693656245428,0.020560880005581168,0.012291514381038366,3,1.128664693757417,0.0451001611019778,2.0,,1.0,1.0
134
- DARETies,geo_svcca_mean,representation,0.9865702550736947,0.9881708783342743,0.0016006232605795627,3,0.3741129574129145,0.19233589491563205,2.0,,1.0,1.0
135
- DARETies,geo_svcca_peak_depth,representation,0.6324786324786326,0.5982905982905983,-0.03418803418803418,3,-0.7435142402596631,-1.1152713603894933,0.0,,0.5,0.655688622754491
136
- DARETies,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
137
  DARETies,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
138
  DARETies,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
139
  DARETies,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
140
- DARETies,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,3,0.0,0.0,0.0,,,
141
- DARETies,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
142
- DARETies,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5641025641025641,0.02564102564102566,3,0.5640760748177663,0.0,1.0,,1.0,1.0
143
- DARETies,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,3,0.0,0.0,0.0,,,
144
- DARETies,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
145
- DARETies,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,3,0.0,0.0,0.0,,,
146
- DARETies,spectral_overcounting,weight space,-1.0000147620836894,-1.0000147422154744,1.9868214925130207e-08,3,0.0019488931335841099,0.0,1.0,,1.0,1.0
147
- DARETies,subspace_overlap,weight space,0.9986281196276346,0.9981141885121664,-0.0005139311154684171,3,-1.0337337024949174,-0.7517118701021522,1.0,,1.0,1.0
148
- DARETies,weight_cosine,weight space,0.998383084932963,0.998383084932963,0.0,3,0.0,0.0,0.0,,,
149
- TaskArithmetic,beh_entropy_gap,behaviour,-1.3433440114354882,-1.311114778054026,0.032229233381462385,4,0.06060694848281869,0.06835700945695025,2.0,,1.0,1.0
150
- TaskArithmetic,beh_js,behaviour,0.11828941797864842,0.1048781427235025,-0.013411275255145919,4,-0.26968588788282927,-0.26978000108239186,0.0,,0.125,0.24886363636363637
151
- TaskArithmetic,beh_js_to_base,behaviour,0.11828941798400094,0.10487814272795715,-0.013411275256043792,4,-0.26965350173172015,-0.2697476036302775,0.0,,0.125,0.24886363636363637
152
- TaskArithmetic,beh_kl_sym,behaviour,0.584047633694659,0.5050055111398835,-0.07904212255477544,4,-0.30424417058874176,-0.3040282269080668,0.0,,0.125,0.24886363636363637
153
- TaskArithmetic,beh_kl_to_base,behaviour,0.5235534670416927,0.44819312951924684,-0.07536033752244589,4,-0.3465736061663384,-0.36810429810840517,0.0,,0.125,0.24886363636363637
154
- TaskArithmetic,beh_logit_cosine,behaviour,0.8879526522941887,0.9212924656458199,0.03333981335163119,4,0.5893320052071007,0.6111468208186127,4.0,,0.125,0.24886363636363637
155
- TaskArithmetic,beh_logit_kl,behaviour,0.5235531027445282,0.44819303509953146,-0.07536006764499664,4,-0.34840921360325783,-0.3700540202444838,0.0,,0.125,0.24886363636363637
156
- TaskArithmetic,beh_logit_l2,behaviour,261.5765686035156,222.82869720458984,-38.74787139892579,4,-0.5134406095286734,-0.5444382523340454,0.0,,0.125,0.24886363636363637
157
- TaskArithmetic,beh_rank_corr,behaviour,0.8904745565170832,0.9219215057022018,0.03144694918511867,4,0.5959333415889017,0.6244679802998846,4.0,,0.125,0.24886363636363637
158
- TaskArithmetic,beh_topk_overlap,behaviour,0.71328125,0.7367187500000001,0.023437500000000028,4,0.366437847658356,0.39086703750224716,4.0,,0.125,0.24886363636363637
159
- TaskArithmetic,grad_cosine,gradient,0.312977375372471,0.37336112999005544,0.06038375461758439,4,0.3899438082905054,0.4656202474869918,3.0,,0.625,0.7438858695652174
160
- TaskArithmetic,grad_cosine_layer_late_minus_early,gradient,0.14374628197401756,0.19086062582209706,0.047114343848079485,4,0.31366895670953976,0.27905108641361664,4.0,,0.125,0.24886363636363637
161
- TaskArithmetic,grad_cosine_layer_mean,gradient,0.3203213346889243,0.371092269232031,0.050770934543106695,4,0.3529901231887399,0.42217168255339743,4.0,,0.125,0.24886363636363637
162
- TaskArithmetic,grad_cosine_layer_min,gradient,-0.01666057854890822,-0.04112801514565942,-0.024467436596751203,4,-0.15591791154241447,-0.13254208555198696,1.0,,0.625,0.7438858695652174
163
- TaskArithmetic,grad_l2,gradient,2654.713922769785,2536.666638589557,-118.04728418022762,4,-0.6069285876014501,-0.8558890334273754,1.0,,0.625,0.7438858695652174
164
- TaskArithmetic,grad_norm_a,gradient,1772.3041944911615,1649.891961808784,-122.41223268237769,4,-0.22437801820823028,-0.2994804223003772,1.0,,0.625,0.7438858695652174
165
  TaskArithmetic,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
166
- TaskArithmetic,grad_norm_ratio,gradient,0.6658401759944444,0.6198509023661053,-0.04598927362833913,4,-0.2754002721652125,-0.36758052534867885,1.0,,0.625,0.7438858695652174
167
- TaskArithmetic,act_deviation_from_base,other,0.33116828347556293,0.28389220156241207,-0.04727608191315084,4,-0.5733366422745889,-0.622649238772316,0.0,,0.125,0.24886363636363637
168
- TaskArithmetic,cka_to_base,other,0.9664460539817811,0.9768369819968938,0.01039092801511285,4,0.695905706786084,0.7575500526611205,4.0,,0.125,0.24886363636363637
169
- TaskArithmetic,qmd_raw_from_base,other,0.05946221190041548,0.05463345322278232,-0.004828758677633161,4,-0.23729217943054587,-0.2824773273777593,0.0,,0.125,0.24886363636363637
170
- TaskArithmetic,geo_cka_late_minus_early,representation,-0.08012092180923643,-0.0671708966580325,0.012950025151203927,4,0.5775655607616736,0.5756928647015952,4.0,,0.125,0.24886363636363637
171
- TaskArithmetic,geo_cka_mean,representation,0.9837442493257469,0.9883707569416232,0.004626507615876324,4,0.7074757955305956,0.8243606610751713,4.0,,0.125,0.24886363636363637
172
- TaskArithmetic,geo_cka_peak_depth,representation,0.1794871794871795,0.18589743589743588,0.0064102564102563805,4,0.21298568784264835,0.0,1.0,,1.0,1.0
173
- TaskArithmetic,geo_procrustes_late_minus_early,representation,0.0124624550209234,0.00998760020537625,-0.00247485481554715,4,-0.5099031983545138,-0.5160858480092478,0.0,,0.125,0.24886363636363637
174
- TaskArithmetic,geo_procrustes_mean,representation,0.008169897145464625,0.005339459298386525,-0.0028304378470781,4,-0.7543032742037323,-0.8632189253704968,0.0,,0.125,0.24886363636363637
175
- TaskArithmetic,geo_procrustes_peak_depth,representation,0.8397435897435896,1.0,0.16025641025641027,4,1.3894063028826795,1.3338300507673722,2.0,,0.5,0.655688622754491
176
- TaskArithmetic,geo_rowwise_cosine_late_minus_early,representation,-0.29953473806381226,-0.20402134954929346,0.09551338851451874,4,0.6310279851145348,0.7021862956035148,4.0,,0.125,0.24886363636363637
177
- TaskArithmetic,geo_rowwise_cosine_mean,representation,0.9791039474308489,0.985390854254365,0.006286906823516014,4,0.6827242490028806,0.734991694587097,4.0,,0.125,0.24886363636363637
178
- TaskArithmetic,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,4,0.0,0.0,0.0,,,
179
- TaskArithmetic,geo_subspace_overlap_late_minus_early,representation,-0.24571107179250098,-0.20141889710413413,0.044292174688366846,4,0.608511570862917,0.57097312623612,4.0,,0.125,0.24886363636363637
180
- TaskArithmetic,geo_subspace_overlap_mean,representation,0.7138209721561256,0.7526784596931255,0.03885748753699983,4,0.4999934660103169,0.5238711189668145,4.0,,0.125,0.24886363636363637
181
  TaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
182
- TaskArithmetic,geo_svcca_late_minus_early,representation,0.0155721283630322,0.016738659404402473,0.0011665310413702746,4,0.10711636985901454,-0.05956792718150506,1.0,,0.625,0.7438858695652174
183
- TaskArithmetic,geo_svcca_mean,representation,0.9843406543029858,0.9878990639727042,0.0035584096697184042,4,0.8317054974841731,0.8925183158689662,3.0,,0.625,0.7438858695652174
184
- TaskArithmetic,geo_svcca_peak_depth,representation,0.6474358974358975,0.6089743589743589,-0.038461538461538436,4,-0.8364535202921206,-1.1152713603894933,0.0,,0.25,0.3487261146496815
185
- TaskArithmetic,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
186
  TaskArithmetic,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
187
  TaskArithmetic,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
188
  TaskArithmetic,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
189
- TaskArithmetic,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,4,0.0,0.0,0.0,,,
190
- TaskArithmetic,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
191
- TaskArithmetic,ret_procrustes_p_at_5,retrieval,0.5192307692307692,0.5961538461538461,0.07692307692307696,4,1.6922282244532982,2.5383423366799476,3.0,,0.625,0.7438858695652174
192
- TaskArithmetic,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,4,0.0,0.0,0.0,,,
193
- TaskArithmetic,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
194
- TaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,4,0.0,0.0,0.0,,,
195
- TaskArithmetic,spectral_overcounting,weight space,-1.000015750527382,-1.000015765428543,-1.4901161193847656e-08,4,-0.0014616698501880823,0.0,0.0,,1.0,1.0
196
- TaskArithmetic,subspace_overlap,weight space,0.9980248063802719,0.9988244324922562,0.0007996261119842252,4,1.6083876544421174,1.6847577439564043,4.0,,0.125,0.24886363636363637
197
  TaskArithmetic,weight_cosine,weight space,0.9982685446739197,0.9982685446739197,0.0,4,0.0,0.0,0.0,,,
198
- Ties,beh_entropy_gap,behaviour,-0.5142533005032468,-0.46757317893473005,0.04668012156851675,4,0.08778178772015326,0.09210826548353623,4.0,,0.125,0.24886363636363637
199
- Ties,beh_js,behaviour,0.03939894525162507,0.0323278167219999,-0.007071128529625176,4,-0.1421925610775798,-0.14575024349114518,0.0,,0.125,0.24886363636363637
200
- Ties,beh_js_to_base,behaviour,0.03939894525579118,0.0323278167254594,-0.007071128530331775,4,-0.14217548540283342,-0.1457327405770567,0.0,,0.125,0.24886363636363637
201
- Ties,beh_kl_sym,behaviour,0.17050087250552748,0.1381649075178183,-0.03233596498770917,4,-0.12446564603644733,-0.12843234123766026,0.0,,0.125,0.24886363636363637
202
- Ties,beh_kl_to_base,behaviour,0.16903157256444928,0.13728174127403456,-0.03174983129041474,4,-0.14601385672157424,-0.14725237517741374,0.0,,0.125,0.24886363636363637
203
- Ties,beh_logit_cosine,behaviour,0.9717628196813166,0.979869409929961,0.008106590248644324,4,0.14329633571245368,0.12775203790174422,4.0,,0.125,0.24886363636363637
204
- Ties,beh_logit_kl,behaviour,0.16903150357874813,0.13728168997831225,-0.031749813600435876,4,-0.1467876547124134,-0.14803277416343472,0.0,,0.125,0.24886363636363637
205
- Ties,beh_logit_l2,behaviour,157.92084503173828,137.10183715820312,-20.819007873535163,4,-0.27586867888351896,-0.2756579955632646,0.0,,0.125,0.24886363636363637
206
- Ties,beh_rank_corr,behaviour,0.9678112060510325,0.9759288952870353,0.008117689236002729,4,0.15383373579147114,0.1504872335787687,4.0,,0.125,0.24886363636363637
207
- Ties,beh_topk_overlap,behaviour,0.81640625,0.83203125,0.015624999999999944,4,0.24429189843890284,0.24429189843890287,4.0,,0.125,0.24886363636363637
208
- Ties,grad_cosine,gradient,0.4743777329679139,0.5319236151952558,0.05754588222734182,4,0.37161750886937905,0.41600112373454246,4.0,,0.125,0.24886363636363637
209
- Ties,grad_cosine_layer_late_minus_early,gradient,0.3111481955274939,0.32321732491254807,0.01206912938505414,4,0.08035156416078788,0.14997691202374083,3.0,,0.625,0.7438858695652174
210
- Ties,grad_cosine_layer_mean,gradient,0.49061249124351886,0.5604714444489218,0.06985895320540293,4,0.48570152824101764,0.5303698222396274,4.0,,0.125,0.24886363636363637
211
- Ties,grad_cosine_layer_min,gradient,-0.0417581498622894,0.007355543319135924,0.049113693181425326,4,0.3129753474051937,0.43902968481866483,3.0,,0.625,0.7438858695652174
212
- Ties,grad_l2,gradient,2355.0488693313823,2286.2362933461836,-68.81257598519858,4,-0.35379314180706384,-0.5003711521852381,1.0,,0.625,0.7438858695652174
213
- Ties,grad_norm_a,gradient,1449.6186149180512,1625.5195365457698,175.9009216277189,4,0.32242121012723435,0.3697304477174659,4.0,,0.125,0.24886363636363637
214
  Ties,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
215
- Ties,grad_norm_ratio,gradient,0.5446098455795714,0.6106943817321315,0.0660845361525602,4,0.3957379146582572,0.4538049972197364,4.0,,0.125,0.24886363636363637
216
- Ties,act_deviation_from_base,other,0.22816263106651602,0.1956928054336458,-0.0324698256328702,4,-0.3937750348641458,-0.40788409954781824,0.0,,0.125,0.24886363636363637
217
- Ties,cka_to_base,other,0.9887393102049828,0.9927884653210641,0.0040491551160812544,4,0.27118176055542725,0.2504462520129581,4.0,,0.125,0.24886363636363637
218
- Ties,qmd_raw_from_base,other,0.04966904322950514,0.0457828706928355,-0.0038861725366696395,4,-0.19097213433773666,-0.21927098435309408,0.0,,0.125,0.24886363636363637
219
- Ties,geo_cka_late_minus_early,representation,-0.04291830268685995,-0.03050213682770153,0.012416165859158423,4,0.5537556655855684,0.5650516857230004,4.0,,0.125,0.24886363636363637
220
- Ties,geo_cka_mean,representation,0.9929350075992052,0.9953901102841533,0.002455102684947974,4,0.37542912913023957,0.4059787467190228,4.0,,0.125,0.24886363636363637
221
  Ties,geo_cka_peak_depth,representation,0.15384615384615385,0.1538461538461538,-2.0816681711721685e-17,4,-6.938893903907228e-16,0.0,1.0,,1.0,1.0
222
- Ties,geo_procrustes_late_minus_early,representation,0.00498794006682095,0.0030807622074734246,-0.0019071778593475251,4,-0.39294268261842247,-0.3709828997499133,0.0,,0.125,0.24886363636363637
223
- Ties,geo_procrustes_mean,representation,0.00270358344664205,0.0017147617000566001,-0.00098882174658545,4,-0.2635180566933245,-0.27709277315942893,0.0,,0.125,0.24886363636363637
224
  Ties,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,4,0.0,0.0,0.0,,,
225
- Ties,geo_rowwise_cosine_late_minus_early,representation,-0.07980053126811978,-0.055052787065505926,0.02474774420261385,4,0.1635008390256357,0.17644894324522775,4.0,,0.125,0.24886363636363637
226
- Ties,geo_rowwise_cosine_mean,representation,0.9928818944841623,0.9949404504150153,0.0020585559308529677,4,0.22354809628561034,0.2320642042220001,4.0,,0.125,0.24886363636363637
227
- Ties,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,4,0.0,0.0,0.0,,,
228
- Ties,geo_subspace_overlap_late_minus_early,representation,-0.13509293801329264,-0.10041859742781842,0.03467434058547423,4,0.4763761907550788,0.4956519566531894,4.0,,0.125,0.24886363636363637
229
- Ties,geo_subspace_overlap_mean,representation,0.8410012603327548,0.864534284800914,0.023533024468159164,4,0.3028080098677674,0.2921984486374753,4.0,,0.125,0.24886363636363637
230
  Ties,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
231
- Ties,geo_svcca_late_minus_early,representation,0.006966847602605474,0.010006540353821225,0.00303969275121575,4,0.2791188930682223,0.1934834124876648,3.0,,0.625,0.7438858695652174
232
- Ties,geo_svcca_mean,representation,0.991513131495511,0.9924012292551089,0.0008880977595979445,4,0.20757469137032783,0.20225715680290532,4.0,,0.125,0.24886363636363637
233
- Ties,geo_svcca_peak_depth,representation,0.5897435897435898,0.5641025641025641,-0.02564102564102566,4,-0.5576356801947479,-0.5576356801947479,0.0,,0.25,0.3487261146496815
234
- Ties,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
235
  Ties,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
236
  Ties,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
237
  Ties,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
238
- Ties,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,4,0.0,0.0,0.0,,,
239
- Ties,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
240
  Ties,ret_procrustes_p_at_5,retrieval,0.5769230769230769,0.5769230769230769,0.0,4,0.0,0.0,1.0,,1.0,1.0
241
- Ties,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,4,0.0,0.0,0.0,,,
242
- Ties,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,4,0.0,0.0,0.0,,,
243
- Ties,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,4,0.0,0.0,0.0,,,
244
- Ties,spectral_overcounting,weight space,-1.0000149309635162,-1.0000149607658386,-2.980232233218416e-08,4,-0.00292333969493102,0.0,0.0,,1.0,1.0
245
- Ties,subspace_overlap,weight space,0.9983210414648056,0.9986419528722763,0.00032091140747075864,4,0.6454891082343677,0.29840683328299855,3.0,,0.625,0.7438858695652174
246
  Ties,weight_cosine,weight space,0.9985425770282745,0.9985425770282745,0.0,4,0.0,0.0,0.0,,,
247
- WIDEN,beh_entropy_gap,behaviour,-0.9716163299262335,-0.8274325921014422,0.1441837378247913,3,0.2711369602552692,0.2181468566991058,3.0,,0.25,0.3487261146496815
248
- WIDEN,beh_js,behaviour,0.058926453487957074,0.04596311336486656,-0.0129633401230905,3,-0.2606784086160141,-0.16991290857373403,0.0,,0.25,0.3487261146496815
249
- WIDEN,beh_js_to_base,behaviour,0.06454875700467955,0.04986886702949225,-0.0146798899751873,4,-0.2951608748065728,-0.2842973453844067,0.0,,0.125,0.24886363636363637
250
- WIDEN,beh_kl_sym,behaviour,0.267319947860935,0.20295940505335283,-0.0643605428075822,3,-0.24773271936826324,-0.14494045599972058,0.0,,0.25,0.3487261146496815
251
- WIDEN,beh_kl_to_base,behaviour,0.26347221393267195,0.20299289060126002,-0.06047932333141193,4,-0.2781375173541965,-0.2638438268525618,0.0,,0.125,0.24886363636363637
252
- WIDEN,beh_logit_cosine,behaviour,0.955531063179175,0.9705993123352528,0.01506824915607774,3,0.2663542652879615,0.1842079183303427,3.0,,0.25,0.3487261146496815
253
- WIDEN,beh_logit_kl,behaviour,0.2427681871750544,0.18867039433661562,-0.054097792838438796,3,-0.2501081812890835,-0.1623623826958474,0.0,,0.25,0.3487261146496815
254
- WIDEN,beh_logit_l2,behaviour,171.26431783040366,143.4013188680013,-27.86299896240234,3,-0.3692072533034488,-0.34516822580505396,0.0,,0.25,0.3487261146496815
255
- WIDEN,beh_rank_corr,behaviour,0.9594139802135085,0.9707088383019449,0.011294858088436369,3,0.21404246509863523,0.15663170622810138,3.0,,0.25,0.3487261146496815
256
- WIDEN,beh_topk_overlap,behaviour,0.8166666666666668,0.8333333333333334,0.016666666666666646,3,0.2605780250014969,0.24429189843890198,3.0,,0.25,0.3487261146496815
257
- WIDEN,grad_cosine,gradient,0.4927139420932471,0.552294094049136,0.05958015195588887,3,0.3847543349919589,0.3822346700493084,3.0,,0.25,0.3487261146496815
258
- WIDEN,grad_cosine_layer_late_minus_early,gradient,0.15848856170972186,0.1170871257781982,-0.04140143593152368,3,-0.27563464020198264,-0.022090030388375113,1.0,,1.0,1.0
259
- WIDEN,grad_cosine_layer_mean,gradient,0.535508890527611,0.5926091500868399,0.05710025955922898,3,0.3969954037148578,0.43257144164103756,3.0,,0.25,0.3487261146496815
260
- WIDEN,grad_cosine_layer_min,gradient,0.09961518955727416,0.16385879119237262,0.06424360163509846,3,0.40939017691119384,0.3331892399242605,3.0,,0.25,0.3487261146496815
261
- WIDEN,grad_l2,gradient,2434.883692891923,2355.1254036636824,-79.75828922824091,3,-0.41006945790382066,-0.32415643380891146,0.0,,0.25,0.3487261146496815
262
- WIDEN,grad_norm_a,gradient,1998.0694086049546,2147.7008867375225,149.63147813256774,3,0.27427009367656896,0.16316903885010503,2.0,,1.0,1.0
263
  WIDEN,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
264
- WIDEN,grad_norm_ratio,gradient,0.6828132351187332,0.7190493901945243,0.03623615507579114,3,0.2169950986993688,-0.15865452102101038,1.0,,1.0,1.0
265
- WIDEN,act_deviation_from_base,other,0.2206258162623271,0.19209393165074284,-0.028531884611584242,4,-0.34601799174100545,-0.36201251102250254,0.0,,0.125,0.24886363636363637
266
- WIDEN,cka_to_base,other,0.9883073382079601,0.9916795652359724,0.0033722270280122646,4,0.2258462410632458,0.2548471367259819,4.0,,0.125,0.24886363636363637
267
- WIDEN,qmd_raw_from_base,other,0.04371327933767065,0.04032024962115212,-0.0033930297165185334,4,-0.16673838351763168,-0.1959796370650349,0.0,,0.125,0.24886363636363637
268
- WIDEN,geo_cka_late_minus_early,representation,-0.039876209133641864,-0.028342970601099766,0.0115332385325421,3,0.5143774859639209,0.3445428675090451,3.0,,0.25,0.3487261146496815
269
- WIDEN,geo_cka_mean,representation,0.993549575106905,0.9956349232557152,0.0020853481488101546,3,0.31888704461978296,0.253563583120633,3.0,,0.25,0.3487261146496815
270
- WIDEN,geo_cka_peak_depth,representation,0.1623931623931624,0.19658119658119655,0.03418803418803417,3,1.1359236684941292,1.7038855027411923,2.0,,0.5,0.655688622754491
271
- WIDEN,geo_procrustes_late_minus_early,representation,0.005573224415584399,0.0035706373972517664,-0.0020025870183326333,3,-0.41260017323694403,-0.2644474961703343,0.0,,0.25,0.3487261146496815
272
- WIDEN,geo_procrustes_mean,representation,0.002655409467767333,0.0017379099262848669,-0.0009174995414824666,3,-0.24451090100250183,-0.1624787963623234,0.0,,0.25,0.3487261146496815
273
- WIDEN,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,3,0.0,0.0,0.0,,,
274
- WIDEN,geo_rowwise_cosine_late_minus_early,representation,-0.08984734614690143,-0.05997292200724277,0.029874424139658667,3,0.1973712582549644,0.10793975524010996,3.0,,0.25,0.3487261146496815
275
- WIDEN,geo_rowwise_cosine_mean,representation,0.9925098165869711,0.994736931224664,0.002227114637692762,3,0.2418526647754191,0.1380474406068812,3.0,,0.25,0.3487261146496815
276
- WIDEN,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,3,0.0,0.0,0.0,,,
277
- WIDEN,geo_subspace_overlap_late_minus_early,representation,-0.1206710259904573,-0.09297829257746343,0.02769273341299387,3,0.38045882436779116,0.27883891219198376,3.0,,0.25,0.3487261146496815
278
- WIDEN,geo_subspace_overlap_mean,representation,0.8411889514592236,0.8647464353677238,0.02355748390850021,3,0.3031227384085962,0.23055391312099616,3.0,,0.25,0.3487261146496815
279
- WIDEN,geo_subspace_overlap_peak_depth,representation,0.0,0.1794871794871795,0.1794871794871795,3,1.9999999999999998,0.0,1.0,,1.0,1.0
280
- WIDEN,geo_svcca_late_minus_early,representation,0.016113154796682332,0.0133856688775652,-0.002727485919117133,3,-0.2504505925142111,-0.027009458271171613,0.0,,0.25,0.3487261146496815
281
- WIDEN,geo_svcca_mean,representation,0.9912010401225583,0.9927060037167017,0.001504963594143575,3,0.3517544664445012,0.44773930798187345,3.0,,0.25,0.3487261146496815
282
- WIDEN,geo_svcca_peak_depth,representation,0.5811965811965812,0.5726495726495727,-0.008547008547008553,3,-0.18587856006491596,0.0,0.0,,1.0,1.0
283
- WIDEN,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
284
  WIDEN,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
285
  WIDEN,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
286
  WIDEN,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
287
- WIDEN,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,3,0.0,0.0,0.0,,,
288
- WIDEN,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
289
- WIDEN,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.564102564102564,0.02564102564102566,3,0.5640760748177663,0.0,1.0,,1.0,1.0
290
- WIDEN,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,3,0.0,0.0,0.0,,,
291
- WIDEN,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
292
- WIDEN,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,3,0.0,0.0,0.0,,,
293
- WIDEN,spectral_overcounting,weight space,-1.0000069936116536,-1.0000069538752239,3.973642977624555e-08,3,0.0038977862599080264,0.0,1.0,,1.0,1.0
294
- WIDEN,subspace_overlap,weight space,0.9988120595614115,0.998553474744161,-0.00025858481725053267,3,-0.5201238697169167,-0.3533165679731714,0.0,,0.25,0.3487261146496815
295
- WIDEN,weight_cosine,weight space,0.9990193645159403,0.9990194241205851,5.960464481239806e-08,3,6.031079748788424e-05,6.031079745043837e-05,2.0,,0.5,0.655688622754491
 
1
  operator,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
2
+ ALL,beh_entropy_gap,behaviour,-1.0966956572722548,-1.040378837033344,0.05631682023891073,20,0.10683104791316463,0.12367694525513932,14.0,0.0072956085205078125,0.11531829833984375,0.06145147176889273
3
+ ALL,beh_js,behaviour,0.08960160710827703,0.07769059418371115,-0.011911012924565876,20,-0.23948851119992126,-0.2244874656685148,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
4
+ ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
5
+ ALL,beh_kl_sym,behaviour,0.43000004988207696,0.3645063377564425,-0.06549371212563451,20,-0.251919622918691,-0.2379909233568557,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
6
+ ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
7
+ ALL,beh_logit_cosine,behaviour,0.9176860929466784,0.9429730961099267,0.025287003163248313,20,0.4425462592543855,0.28894213050133655,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
8
+ ALL,beh_logit_kl,behaviour,0.3913994101259334,0.3301467649584443,-0.06125264516748905,20,-0.2816941701483965,-0.2883543858029688,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
9
+ ALL,beh_logit_l2,behaviour,224.7294464111328,190.90917472839357,-33.82027168273926,20,-0.4464071502201009,-0.39319812839415225,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
10
+ ALL,beh_rank_corr,behaviour,0.9194177319189377,0.94267319683881,0.02325546491987234,20,0.43382681491637387,0.2852813926773057,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
11
+ ALL,beh_topk_overlap,behaviour,0.75515625,0.7759375000000002,0.02078125,20,0.3270426730729694,0.3442554453399692,20.0,8.782404130245517e-05,1.9073486328125e-06,0.000836237610662508
12
+ ALL,grad_cosine,gradient,0.3786134896969761,0.438280969671334,0.05966747997435802,20,0.3867158599627073,0.4048320756506584,18.0,1.9073486328125e-05,0.0004024505615234375,0.0001898678866299716
13
+ ALL,grad_cosine_layer_late_minus_early,gradient,0.1934752120170742,0.19300755970180034,-0.000467652315273865,20,-0.0032171051312229137,0.15020489453560218,15.0,0.10539817810058594,0.04138946533203125,0.1837248322147651
14
+ ALL,grad_cosine_layer_mean,gradient,0.394004335278878,0.45219894086010753,0.05819460558122954,20,0.40425340836909224,0.4218059137418356,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
15
+ ALL,grad_cosine_layer_min,gradient,-0.011369962524622667,0.008389861881732972,0.019759824406355632,20,0.1309460335136881,0.07182836144415242,11.0,0.24548721313476562,0.8238029479980469,0.3487261146496815
16
+ ALL,grad_l2,gradient,2539.3830664740763,2456.7465115065124,-82.63655496756351,20,-0.418749828728441,-0.6387666504089493,4.0,0.005580902099609375,0.01181793212890625,0.04888870239257812
17
+ ALL,grad_norm_a,gradient,1684.4702668571379,1728.5348676727203,44.06460081558274,20,0.0837061877505961,0.036823548698922196,10.0,0.7561664581298828,1.0,0.83216308708766
18
  ALL,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
19
+ ALL,grad_norm_ratio,gradient,0.6226649259584115,0.6255307086895496,0.002865782731138161,20,0.017754788153810836,-0.11121143848266778,9.0,1.0,0.8238029479980469,1.0
20
+ ALL,act_deviation_from_base,other,0.2909211340174079,0.24877564283087844,-0.0421454911865294,20,-0.5111158417968739,-0.48141035398846777,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
21
+ ALL,cka_to_base,other,0.9741214978694913,0.9828484863042831,0.008726988434791572,20,0.5844676284923385,0.3942216092375521,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
22
+ ALL,qmd_raw_from_base,other,0.05631466960422178,0.0517850840132395,-0.0045295855909822675,20,-0.22259038161919803,-0.23759881154028703,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
23
+ ALL,geo_cka_late_minus_early,representation,-0.06460640936913008,-0.05222853728745471,0.012377872081675364,20,0.5537158860190274,0.5667590857072111,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
24
+ ALL,geo_cka_mean,representation,0.9874110156475119,0.9911932713476572,0.0037822557001454373,20,0.5647610383760466,0.5618578197297364,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
25
+ ALL,geo_cka_peak_depth,representation,0.17564102564102563,0.1705128205128205,-0.005128205128205142,20,-0.1740438511867699,0.0,4.0,0.4306640625,0.3876953125,0.589471435546875
26
+ ALL,geo_procrustes_late_minus_early,representation,0.009480958960362709,0.007244307618131554,-0.002236651342231155,20,-0.4691864140713875,-0.4869685985147344,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
27
+ ALL,geo_procrustes_mean,representation,0.006059060917227585,0.003909332254761541,-0.0021497286624660447,20,-0.5539235732738984,-0.43854326340727623,0.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
28
+ ALL,geo_procrustes_peak_depth,representation,0.9012820512820513,1.0,0.09871794871794873,20,0.828203784886084,0.0,6.0,0.03125,0.03125,0.1837248322147651
29
+ ALL,geo_rowwise_cosine_late_minus_early,representation,-0.21499706208705902,-0.14555311799049372,0.06944394409656525,20,0.4510843779104137,0.3174832423471372,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
30
+ ALL,geo_rowwise_cosine_mean,representation,0.9844391956180333,0.9891727497428657,0.00473355412483219,20,0.5043847030134433,0.3544180326220191,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
31
+ ALL,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
32
+ ALL,geo_subspace_overlap_late_minus_early,representation,-0.19865173472012668,-0.15780667175707272,0.04084506296305394,20,0.5517484725294989,0.5178487976684392,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
33
+ ALL,geo_subspace_overlap_mean,representation,0.7631757632014438,0.7966314854780541,0.03345572227661047,20,0.4250202864749598,0.37972948411463375,20.0,1.9073486328125e-06,1.9073486328125e-06,2.0885467529296874e-05
34
+ ALL,geo_subspace_overlap_peak_depth,representation,0.0,0.02692307692307692,0.02692307692307692,20,0.3162277660168379,0.0,1.0,,1.0,1.0
35
+ ALL,geo_svcca_late_minus_early,representation,0.011209432782253389,0.015907619134798715,0.004698186352545325,20,0.42416913347319685,-0.0025074757902134753,9.0,0.3299827575683594,0.8238029479980469,0.45450455287717423
36
+ ALL,geo_svcca_mean,representation,0.9872489426570759,0.9895012288129899,0.0022522861559136965,20,0.5149406846003964,0.2925614846177593,18.0,9.5367431640625e-06,0.0004024505615234375,9.945460728236608e-05
37
+ ALL,geo_svcca_peak_depth,representation,0.623076923076923,0.5935897435897436,-0.029487179487179483,20,-0.6070226632203728,-0.5278457941046725,0.0,0.0008465167628484237,0.0001220703125,0.007724465460991866
38
+ ALL,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
39
  ALL,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
40
  ALL,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
41
  ALL,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
42
+ ALL,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
43
+ ALL,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
44
+ ALL,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.573076923076923,0.03461538461538464,20,0.7801733911325186,0.0,9.0,0.046875,0.0654296875,0.1837248322147651
45
+ ALL,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
46
+ ALL,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
47
+ ALL,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
48
+ ALL,spectral_overcounting,weight space,-1.0000131964683532,-1.0000131845474243,1.1920928955078126e-08,20,0.0011960249100469067,0.0,4.0,0.4765625,1.0,0.6441176470588236
49
+ ALL,subspace_overlap,weight space,0.9984800606966019,0.9986083477735519,0.00012828707695005103,20,0.26560009713621524,0.3071498591146222,11.0,0.3117942810058594,0.8238029479980469,0.4321705540524253
50
+ ALL,weight_cosine,weight space,0.9983456283807755,0.9983456432819366,1.4901161199398773e-08,20,1.5488443559463324e-05,0.0,3.0,,0.25,0.3487261146496815
51
+ DARETaskArithmetic,beh_entropy_gap,behaviour,-1.324906358394624,-1.3013962714386238,0.023510086955999987,4,0.04459781669817658,0.05038540652949599,2.0,,1.0,1.0
52
+ DARETaskArithmetic,beh_js,behaviour,0.11460933477749487,0.10311451915754016,-0.0114948156199547,4,-0.23112024953502316,-0.2244874656685148,0.0,,0.125,0.1837248322147651
53
+ DARETaskArithmetic,beh_js_to_base,behaviour,0.11460933478285257,0.10311451916199893,-0.011494815620853626,4,-0.23112024954724675,-0.2244874656853442,0.0,,0.125,0.1837248322147651
54
+ DARETaskArithmetic,beh_kl_sym,behaviour,0.5606044119813816,0.49374646683081685,-0.06685794515056469,4,-0.2571671048228221,-0.2676577942329586,0.0,,0.125,0.1837248322147651
55
+ DARETaskArithmetic,beh_kl_to_base,behaviour,0.5022509778870359,0.43859794381926387,-0.06365303406777195,4,-0.2927330514373807,-0.31725919001983816,0.0,,0.125,0.1837248322147651
56
+ DARETaskArithmetic,beh_logit_cosine,behaviour,0.8871915726922452,0.9211910241283476,0.03399945143610239,4,0.5950222710303739,0.6356688600934939,4.0,,0.125,0.1837248322147651
57
+ DARETaskArithmetic,beh_logit_kl,behaviour,0.5022506409938373,0.43859785211166574,-0.06365278888217159,4,-0.2927321667948375,-0.3172583997925479,0.0,,0.125,0.1837248322147651
58
+ DARETaskArithmetic,beh_logit_l2,behaviour,262.76894760131836,223.00905990600586,-39.7598876953125,4,-0.524806492556778,-0.567013804130322,0.0,,0.125,0.1837248322147651
59
+ DARETaskArithmetic,beh_rank_corr,behaviour,0.8891252973880142,0.9217081031269845,0.03258280573897021,4,0.6078268004307861,0.6458984763020538,4.0,,0.125,0.1837248322147651
60
+ DARETaskArithmetic,beh_topk_overlap,behaviour,0.7234375000000001,0.7414062499999999,0.017968750000000006,4,0.2827812586721165,0.29507609600568563,4.0,,0.125,0.1837248322147651
61
+ DARETaskArithmetic,grad_cosine,gradient,0.3123224257247393,0.3762070248968193,0.06388459917208,4,0.4140477814350594,0.43358064735060164,4.0,,0.125,0.1837248322147651
62
+ DARETaskArithmetic,grad_cosine_layer_late_minus_early,gradient,0.16561499331146476,0.10636589070782065,-0.05924910260364409,4,-0.40759039521682233,0.03494063165218784,2.0,,1.0,1.0
63
+ DARETaskArithmetic,grad_cosine_layer_mean,gradient,0.31874224178027355,0.3777440936421044,0.0590018518618308,4,0.4098610081984411,0.41044772596053836,4.0,,0.125,0.1837248322147651
64
+ DARETaskArithmetic,grad_cosine_layer_min,gradient,-0.022353021427989003,-0.006537254899740191,0.01581576652824881,4,0.10480922559142819,-0.03851122249698102,2.0,,1.0,1.0
65
+ DARETaskArithmetic,grad_l2,gradient,2628.106959953126,2577.338498845309,-50.76846110781696,4,-0.25726247182072837,-0.7664282441917463,1.0,,0.625,0.6912878787878788
66
+ DARETaskArithmetic,grad_norm_a,gradient,1667.948866203907,1737.5536772497373,69.60481104582993,4,0.13222299246806313,-0.21303861970692278,1.0,,0.625,0.6912878787878788
67
  DARETaskArithmetic,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
68
+ DARETaskArithmetic,grad_norm_ratio,gradient,0.6266347335152584,0.5993244306483849,-0.027310302866873568,4,-0.16919937319364636,-0.2610324989808151,1.0,,0.625,0.6912878787878788
69
+ DARETaskArithmetic,act_deviation_from_base,other,0.3368888414464891,0.2870386422378942,-0.049850199208594875,4,-0.6045540297413006,-0.6458657290521284,0.0,,0.125,0.1837248322147651
70
+ DARETaskArithmetic,cka_to_base,other,0.9630701072514057,0.9755296085029841,0.012459501251578353,4,0.8344430845898384,0.8572535910386834,4.0,,0.125,0.1837248322147651
71
+ DARETaskArithmetic,qmd_raw_from_base,other,0.06632904456130037,0.06089247289720014,-0.005436571664100237,4,-0.2671609879326216,-0.31748988518449245,0.0,,0.125,0.1837248322147651
72
+ DARETaskArithmetic,geo_cka_late_minus_early,representation,-0.08094035626310205,-0.0688832628984473,0.01205709336465475,4,0.5393660631787937,0.5647427247806023,4.0,,0.125,0.1837248322147651
73
+ DARETaskArithmetic,geo_cka_mean,representation,0.983709933287018,0.9885761583884751,0.00486622510145715,4,0.7266178067138204,0.8099784736750126,4.0,,0.125,0.1837248322147651
74
+ DARETaskArithmetic,geo_cka_peak_depth,representation,0.1858974358974359,0.16025641025641024,-0.025641025641025647,4,-0.8702192559338473,-0.8702192559338473,0.0,,0.25,0.3487261146496815
75
+ DARETaskArithmetic,geo_procrustes_late_minus_early,representation,0.0123354344379875,0.010105403004105425,-0.0022300314338820747,4,-0.46779774387449935,-0.4660744787180957,0.0,,0.125,0.1837248322147651
76
+ DARETaskArithmetic,geo_procrustes_mean,representation,0.008134522579168425,0.0051840398945790745,-0.0029504826845893504,4,-0.7602549754607981,-0.8179911927637146,0.0,,0.125,0.1837248322147651
77
+ DARETaskArithmetic,geo_procrustes_peak_depth,representation,0.8269230769230769,1.0,0.17307692307692307,4,1.4520455968781993,1.398266130327155,2.0,,0.5,0.6441176470588236
78
+ DARETaskArithmetic,geo_rowwise_cosine_late_minus_early,representation,-0.30815771222114563,-0.2093640863895416,0.098793625831604,4,0.641729985667209,0.7132529727719102,4.0,,0.125,0.1837248322147651
79
+ DARETaskArithmetic,geo_rowwise_cosine_mean,representation,0.9787203062325714,0.9852948911488055,0.006574584916233972,4,0.7005560669550592,0.7522606949171902,4.0,,0.125,0.1837248322147651
80
+ DARETaskArithmetic,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
81
+ DARETaskArithmetic,geo_subspace_overlap_late_minus_early,representation,-0.24545944652287682,-0.19910974489916622,0.04634970162371059,4,0.6261069323411875,0.6160369587666493,4.0,,0.125,0.1837248322147651
82
+ DARETaskArithmetic,geo_subspace_overlap_mean,representation,0.7128917220816966,0.7530243988106525,0.040132676728955985,4,0.5098440744850646,0.5246287458060679,4.0,,0.125,0.1837248322147651
83
  DARETaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
84
+ DARETaskArithmetic,geo_svcca_late_minus_early,representation,0.008895645581940425,0.012135728417630776,0.00324008283569035,4,0.2925263124251297,-0.056508896099102514,1.0,,0.625,0.6912878787878788
85
+ DARETaskArithmetic,geo_svcca_mean,representation,0.9844501936745372,0.9875187743966349,0.003068580722097647,4,0.7015702927621641,0.7480963224091625,4.0,,0.125,0.1837248322147651
86
+ DARETaskArithmetic,geo_svcca_peak_depth,representation,0.641025641025641,0.6089743589743589,-0.03205128205128202,4,-0.6598072426308393,-0.7917686911570074,0.0,,0.25,0.3487261146496815
87
+ DARETaskArithmetic,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
88
  DARETaskArithmetic,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
89
  DARETaskArithmetic,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
90
  DARETaskArithmetic,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
91
+ DARETaskArithmetic,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
92
+ DARETaskArithmetic,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
93
+ DARETaskArithmetic,ret_procrustes_p_at_5,retrieval,0.5192307692307693,0.5576923076923076,0.03846153846153848,4,0.8668593234805761,0.8668593234805758,2.0,,0.5,0.6441176470588236
94
+ DARETaskArithmetic,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
95
+ DARETaskArithmetic,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
96
+ DARETaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
97
+ DARETaskArithmetic,spectral_overcounting,weight space,-1.000011831521988,-1.0000117421150208,8.940696716308594e-08,4,0.0089701868253518,0.005980124550234534,2.0,,0.5,0.6441176470588236
98
+ DARETaskArithmetic,subspace_overlap,weight space,0.9986326992511749,0.9986718297004699,3.913044929487741e-05,4,0.08101401466766407,0.2240379948660224,2.0,,1.0,1.0
99
+ DARETaskArithmetic,weight_cosine,weight space,0.9978307783603668,0.9978308081626892,2.9802322387695312e-08,4,3.097688710738686e-05,0.0,1.0,,1.0,1.0
100
+ DARETies,beh_entropy_gap,behaviour,-1.2334284810122638,-1.2195753401733407,0.013853140838922973,4,0.026278926019481924,0.02610548700807598,2.0,,1.0,1.0
101
+ DARETies,beh_js,behaviour,0.11116158053240544,0.09826362528876591,-0.012897955243639533,4,-0.2593324445523622,-0.26965584051878355,0.0,,0.125,0.1837248322147651
102
+ DARETies,beh_js_to_base,behaviour,0.11116158053776601,0.09826362529325261,-0.012897955244513424,4,-0.25933244456336824,-0.26965584053147773,0.0,,0.125,0.1837248322147651
103
+ DARETies,beh_kl_sym,behaviour,0.5414822488801504,0.4651411079175107,-0.07634114096263969,4,-0.29364393649880494,-0.30511258303211686,0.0,,0.125,0.1837248322147651
104
+ DARETies,beh_kl_to_base,behaviour,0.4986900258135608,0.4236684856389529,-0.07502154017460796,4,-0.345015515764145,-0.35956052892945745,0.0,,0.125,0.1837248322147651
105
+ DARETies,beh_logit_cosine,behaviour,0.8909581084735692,0.9250117396004498,0.0340536311268807,4,0.5959704664067381,0.6237150950431073,4.0,,0.125,0.1837248322147651
106
+ DARETies,beh_logit_kl,behaviour,0.498689613205102,0.4236683760809493,-0.07502123712415269,4,-0.3450144083967007,-0.35955935845248316,0.0,,0.125,0.1837248322147651
107
+ DARETies,beh_logit_l2,behaviour,259.24520111083984,219.88364791870117,-39.361553192138686,4,-0.5195487178096013,-0.558724504649583,0.0,,0.125,0.1837248322147651
108
+ DARETies,beh_rank_corr,behaviour,0.8929217307214001,0.9247741301793524,0.03185239945795221,4,0.594201193220578,0.6148866462973211,4.0,,0.125,0.1837248322147651
109
+ DARETies,beh_topk_overlap,behaviour,0.7179687499999999,0.7429687500000001,0.02500000000000005,4,0.39343479467424974,0.4917934933428121,4.0,,0.125,0.1837248322147651
110
+ DARETies,grad_cosine,gradient,0.30851350257453847,0.3644340999872472,0.055920597412708696,4,0.36243162820647784,0.37317986450206764,3.0,,0.625,0.6912878787878788
111
+ DARETies,grad_cosine_layer_late_minus_early,gradient,0.17076344811357558,0.19333430379629135,0.022570855682715774,4,0.1552709422392865,0.16754942853407892,4.0,,0.125,0.1837248322147651
112
+ DARETies,grad_cosine_layer_mean,gradient,0.3199982950405683,0.3713959992863238,0.05139770424575545,4,0.35703819823456234,0.39325672818924673,4.0,,0.125,0.1837248322147651
113
+ DARETies,grad_cosine_layer_min,gradient,-0.027717700228095027,-0.03657175786793228,-0.008854057639837248,4,-0.05867479915789836,-0.11483882547516788,1.0,,0.625,0.6912878787878788
114
+ DARETies,grad_l2,gradient,2642.188678057072,2550.5928196692225,-91.59585838784926,4,-0.46414991558157065,-0.608173583858947,1.0,,0.625,0.6912878787878788
115
+ DARETies,grad_norm_a,gradient,1707.8059983703022,1654.0796613989687,-53.72633697133307,4,-0.10205985681104426,-0.2518507738327488,1.0,,0.625,0.6912878787878788
116
  DARETies,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
117
+ DARETies,grad_norm_ratio,gradient,0.6416087317593497,0.6214241868173906,-0.02018454494195901,4,-0.12505215958337035,-0.30858835338989044,1.0,,0.625,0.6912878787878788
118
+ DARETies,act_deviation_from_base,other,0.33776009783614425,0.2851606332696974,-0.05259946456644687,4,-0.6378955103633283,-0.6735627974751665,0.0,,0.125,0.1837248322147651
119
+ DARETies,cka_to_base,other,0.9640446797013282,0.9774078104645014,0.013363130763173137,4,0.8949613494670974,0.8944943757651928,4.0,,0.125,0.1837248322147651
120
+ DARETies,qmd_raw_from_base,other,0.06239976899221724,0.057296373632227476,-0.005103395359989763,4,-0.25078822287745417,-0.2952427263264752,0.0,,0.125,0.1837248322147651
121
+ DARETies,geo_cka_late_minus_early,representation,-0.07740694623785871,-0.06504998132862035,0.012356964909238355,4,0.5527806175468922,0.5822897601210015,4.0,,0.125,0.1837248322147651
122
+ DARETies,geo_cka_mean,representation,0.983388240455397,0.9882078814326694,0.004819640977272416,4,0.7196619315873984,0.8017874574012174,4.0,,0.125,0.1837248322147651
123
+ DARETies,geo_cka_peak_depth,representation,0.1923076923076923,0.16025641025641024,-0.03205128205128205,4,-1.0877740699173086,-1.3053288839007702,0.0,,0.25,0.3487261146496815
124
+ DARETies,geo_procrustes_late_minus_early,representation,0.011751137025584174,0.009279719919278024,-0.00247141710630615,4,-0.5184336547625532,-0.5065474914488588,0.0,,0.125,0.1837248322147651
125
+ DARETies,geo_procrustes_mean,representation,0.00853998205140525,0.0054933315292064,-0.0030466505221988503,4,-0.7850346758819526,-0.853381934203584,0.0,,0.125,0.1837248322147651
126
+ DARETies,geo_procrustes_peak_depth,representation,0.8397435897435896,1.0,0.16025641025641027,4,1.3444866637761106,1.290707197225066,2.0,,0.5,0.6441176470588236
127
+ DARETies,geo_rowwise_cosine_late_minus_early,representation,-0.29300938546657557,-0.1964253932237625,0.09658399224281308,4,0.6273769530770136,0.6758533561091079,4.0,,0.125,0.1837248322147651
128
+ DARETies,geo_rowwise_cosine_mean,representation,0.9793181881308556,0.9857345372438431,0.006416349112987524,4,0.6836952227517866,0.7184966917502805,4.0,,0.125,0.1837248322147651
129
+ DARETies,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
130
+ DARETies,geo_subspace_overlap_late_minus_early,representation,-0.24269378072246423,-0.19647379247709404,0.04621998824537021,4,0.6243547215922242,0.6741563972092863,4.0,,0.125,0.1837248322147651
131
+ DARETies,geo_subspace_overlap_mean,representation,0.713176490669357,0.7531992904562296,0.04002279978687276,4,0.5084482017845713,0.5251500852367563,4.0,,0.125,0.1837248322147651
132
+ DARETies,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
133
+ DARETies,geo_svcca_late_minus_early,representation,0.008898217820967825,0.023986633189648127,0.015088415368680302,4,1.362236316775612,1.0820611715217758,3.0,,0.625,0.6912878787878788
134
+ DARETies,geo_svcca_mean,representation,0.9848470547927322,0.9873044612308182,0.0024574064380859795,4,0.5618373803199387,0.5737645824838016,3.0,,0.625,0.6912878787878788
135
+ DARETies,geo_svcca_peak_depth,representation,0.653846153846154,0.6153846153846153,-0.038461538461538464,4,-0.7917686911570081,-1.0556915882093438,0.0,,0.25,0.3487261146496815
136
+ DARETies,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
137
  DARETies,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
138
  DARETies,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
139
  DARETies,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
140
+ DARETies,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
141
+ DARETies,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
142
+ DARETies,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5576923076923077,0.019230769230769246,4,0.43342966174028824,0.0,1.0,,1.0,1.0
143
+ DARETies,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
144
+ DARETies,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
145
+ DARETies,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
146
+ DARETies,spectral_overcounting,weight space,-1.0000165551900864,-1.0000165402889252,1.4901161193847656e-08,4,0.0014950311375586335,0.0,1.0,,1.0,1.0
147
+ DARETies,subspace_overlap,weight space,0.9986450374126434,0.9981978833675385,-0.0004471540451050082,4,-0.9257686794203202,-0.6423738817278295,1.0,,0.625,0.6912878787878788
148
+ DARETies,weight_cosine,weight space,0.9981477558612823,0.9981477558612823,0.0,4,0.0,0.0,0.0,,,
149
+ TaskArithmetic,beh_entropy_gap,behaviour,-1.3433440114354882,-1.311114778054026,0.032229233381462385,4,0.061137734001548955,0.06895566871354925,2.0,,1.0,1.0
150
+ TaskArithmetic,beh_js,behaviour,0.11828941797864842,0.1048781427235025,-0.013411275255145919,4,-0.2696535017204931,-0.2697476036181467,0.0,,0.125,0.1837248322147651
151
+ TaskArithmetic,beh_js_to_base,behaviour,0.11828941798400094,0.10487814272795715,-0.013411275256043792,4,-0.26965350173172015,-0.2697476036302775,0.0,,0.125,0.1837248322147651
152
+ TaskArithmetic,beh_kl_sym,behaviour,0.584047633694659,0.5050055111398835,-0.07904212255477544,4,-0.3040331821548752,-0.303817388227666,0.0,,0.125,0.1837248322147651
153
+ TaskArithmetic,beh_kl_to_base,behaviour,0.5235534670416927,0.44819312951924684,-0.07536033752244589,4,-0.3465736061663384,-0.36810429810840517,0.0,,0.125,0.1837248322147651
154
+ TaskArithmetic,beh_logit_cosine,behaviour,0.8879526522941887,0.9212924656458199,0.03333981335163119,4,0.5834779862110193,0.605076108441114,4.0,,0.125,0.1837248322147651
155
+ TaskArithmetic,beh_logit_kl,behaviour,0.5235531027445282,0.44819303509953146,-0.07536006764499664,4,-0.3465726526509545,-0.3681033635531892,0.0,,0.125,0.1837248322147651
156
+ TaskArithmetic,beh_logit_l2,behaviour,261.5765686035156,222.82869720458984,-38.74787139892579,4,-0.5114484889581001,-0.5423258626598487,0.0,,0.125,0.1837248322147651
157
+ TaskArithmetic,beh_rank_corr,behaviour,0.8904745565170832,0.9219215057022018,0.03144694918511867,4,0.5866375860823676,0.6147271229565959,4.0,,0.125,0.1837248322147651
158
+ TaskArithmetic,beh_topk_overlap,behaviour,0.71328125,0.7367187500000001,0.023437500000000028,4,0.3688451200071088,0.39343479467425013,4.0,,0.125,0.1837248322147651
159
+ TaskArithmetic,grad_cosine,gradient,0.312977375372471,0.37336112999005544,0.06038375461758439,4,0.39135816704093157,0.4673090910008712,3.0,,0.625,0.6912878787878788
160
+ TaskArithmetic,grad_cosine_layer_late_minus_early,gradient,0.14374628197401756,0.19086062582209706,0.047114343848079485,4,0.3241121499828233,0.288341723456911,4.0,,0.125,0.1837248322147651
161
+ TaskArithmetic,grad_cosine_layer_mean,gradient,0.3203213346889243,0.371092269232031,0.050770934543106695,4,0.35268429315989736,0.4218059137418356,4.0,,0.125,0.1837248322147651
162
+ TaskArithmetic,grad_cosine_layer_min,gradient,-0.01666057854890822,-0.04112801514565942,-0.024467436596751203,4,-0.16214282610536268,-0.13783373646235492,1.0,,0.625,0.6912878787878788
163
+ TaskArithmetic,grad_l2,gradient,2654.713922769785,2536.666638589557,-118.04728418022762,4,-0.5981890224215068,-0.8435645225256925,1.0,,0.625,0.6912878787878788
164
+ TaskArithmetic,grad_norm_a,gradient,1772.3041944911615,1649.891961808784,-122.41223268237769,4,-0.23253725535299063,-0.31037066816882086,1.0,,0.625,0.6912878787878788
165
  TaskArithmetic,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
166
+ TaskArithmetic,grad_norm_ratio,gradient,0.6658401759944444,0.6198509023661053,-0.04598927362833913,4,-0.2849238366003103,-0.3802917575879309,1.0,,0.625,0.6912878787878788
167
+ TaskArithmetic,act_deviation_from_base,other,0.33116828347556293,0.28389220156241207,-0.04727608191315084,4,-0.5733366422745889,-0.622649238772316,0.0,,0.125,0.1837248322147651
168
+ TaskArithmetic,cka_to_base,other,0.9664460539817811,0.9768369819968938,0.01039092801511285,4,0.695905706786084,0.7575500526611205,4.0,,0.125,0.1837248322147651
169
+ TaskArithmetic,qmd_raw_from_base,other,0.05946221190041548,0.05463345322278232,-0.004828758677633161,4,-0.23729217943054587,-0.2824773273777593,0.0,,0.125,0.1837248322147651
170
+ TaskArithmetic,geo_cka_late_minus_early,representation,-0.08012092180923643,-0.0671708966580325,0.012950025151203927,4,0.5793107735523644,0.5774324188219303,4.0,,0.125,0.1837248322147651
171
+ TaskArithmetic,geo_cka_mean,representation,0.9837442493257469,0.9883707569416232,0.004626507615876324,4,0.6908235329241567,0.8049572125086433,4.0,,0.125,0.1837248322147651
172
+ TaskArithmetic,geo_cka_peak_depth,representation,0.1794871794871795,0.18589743589743588,0.0064102564102563805,4,0.21755481398346077,0.0,1.0,,1.0,1.0
173
+ TaskArithmetic,geo_procrustes_late_minus_early,representation,0.0124624550209234,0.00998760020537625,-0.00247485481554715,4,-0.519154789273306,-0.5254496157992273,0.0,,0.125,0.1837248322147651
174
+ TaskArithmetic,geo_procrustes_mean,representation,0.008169897145464625,0.005339459298386525,-0.0028304378470781,4,-0.7293228552782275,-0.83463152409885,0.0,,0.125,0.1837248322147651
175
+ TaskArithmetic,geo_procrustes_peak_depth,representation,0.8397435897435896,1.0,0.16025641025641027,4,1.3444866637761106,1.290707197225066,2.0,,0.5,0.6441176470588236
176
+ TaskArithmetic,geo_rowwise_cosine_late_minus_early,representation,-0.29953473806381226,-0.20402134954929346,0.09551338851451874,4,0.6204226732899283,0.6903850684004311,4.0,,0.125,0.1837248322147651
177
+ TaskArithmetic,geo_rowwise_cosine_mean,representation,0.9791039474308489,0.985390854254365,0.006286906823516014,4,0.6699024765381195,0.7211883233354554,4.0,,0.125,0.1837248322147651
178
+ TaskArithmetic,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
179
+ TaskArithmetic,geo_subspace_overlap_late_minus_early,representation,-0.24571107179250098,-0.20141889710413413,0.044292174688366846,4,0.59831318540068,0.561403868544476,4.0,,0.125,0.1837248322147651
180
+ TaskArithmetic,geo_subspace_overlap_mean,representation,0.7138209721561256,0.7526784596931255,0.03885748753699983,4,0.49364411708483574,0.5172185509785883,4.0,,0.125,0.1837248322147651
181
  TaskArithmetic,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
182
+ TaskArithmetic,geo_svcca_late_minus_early,representation,0.0155721283630322,0.016738659404402473,0.0011665310413702746,4,0.1053186110251981,-0.05856818486906829,1.0,,0.625,0.6912878787878788
183
+ TaskArithmetic,geo_svcca_mean,representation,0.9843406543029858,0.9878990639727042,0.0035584096697184042,4,0.8135599939653845,0.8730460455879923,3.0,,0.625,0.6912878787878788
184
+ TaskArithmetic,geo_svcca_peak_depth,representation,0.6474358974358975,0.6089743589743589,-0.038461538461538436,4,-0.7917686911570075,-1.0556915882093425,0.0,,0.25,0.3487261146496815
185
+ TaskArithmetic,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
186
  TaskArithmetic,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
187
  TaskArithmetic,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
188
  TaskArithmetic,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
189
+ TaskArithmetic,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
190
+ TaskArithmetic,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
191
+ TaskArithmetic,ret_procrustes_p_at_5,retrieval,0.5192307692307692,0.5961538461538461,0.07692307692307696,4,1.7337186469611523,2.6005779704417287,3.0,,0.625,0.6912878787878788
192
+ TaskArithmetic,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
193
+ TaskArithmetic,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
194
+ TaskArithmetic,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
195
+ TaskArithmetic,spectral_overcounting,weight space,-1.000015750527382,-1.000015765428543,-1.4901161193847656e-08,4,-0.0014950311375586335,0.0,0.0,,1.0,1.0
196
+ TaskArithmetic,subspace_overlap,weight space,0.9980248063802719,0.9988244324922562,0.0007996261119842252,4,1.6555118260146764,1.7341194838113008,4.0,,0.125,0.1837248322147651
197
  TaskArithmetic,weight_cosine,weight space,0.9982685446739197,0.9982685446739197,0.0,4,0.0,0.0,0.0,,,
198
+ Ties,beh_entropy_gap,behaviour,-0.5142533005032468,-0.46757317893473005,0.04668012156851675,4,0.08855056593612498,0.09291493426818695,4.0,,0.125,0.1837248322147651
199
+ Ties,beh_js,behaviour,0.03939894525162507,0.0323278167219999,-0.007071128529625176,4,-0.14217548539222521,-0.1457327405691966,0.0,,0.125,0.1837248322147651
200
+ Ties,beh_js_to_base,behaviour,0.03939894525579118,0.0323278167254594,-0.007071128530331775,4,-0.14217548540283342,-0.1457327405770567,0.0,,0.125,0.1837248322147651
201
+ Ties,beh_kl_sym,behaviour,0.17050087250552748,0.1381649075178183,-0.03233596498770917,4,-0.12437933111486116,-0.1283432754768172,0.0,,0.125,0.1837248322147651
202
+ Ties,beh_kl_to_base,behaviour,0.16903157256444928,0.13728174127403456,-0.03174983129041474,4,-0.14601385672157424,-0.14725237517741374,0.0,,0.125,0.1837248322147651
203
+ Ties,beh_logit_cosine,behaviour,0.9717628196813166,0.979869409929961,0.008106590248644324,4,0.1418729284243415,0.126483036981962,4.0,,0.125,0.1837248322147651
204
+ Ties,beh_logit_kl,behaviour,0.16903150357874813,0.13728168997831225,-0.031749813600435876,4,-0.1460138965441464,-0.14725245262750858,0.0,,0.125,0.1837248322147651
205
+ Ties,beh_logit_l2,behaviour,157.92084503173828,137.10183715820312,-20.819007873535163,4,-0.27479832398797377,-0.2745884581071045,0.0,,0.125,0.1837248322147651
206
+ Ties,beh_rank_corr,behaviour,0.9678112060510325,0.9759288952870353,0.008117689236002729,4,0.15143413721764148,0.1481398359210489,4.0,,0.125,0.1837248322147651
207
+ Ties,beh_topk_overlap,behaviour,0.81640625,0.83203125,0.015624999999999944,4,0.24589674667140474,0.2458967466714047,4.0,,0.125,0.1837248322147651
208
+ Ties,grad_cosine,gradient,0.4743777329679139,0.5319236151952558,0.05754588222734182,4,0.3729653966016787,0.4175099945436995,4.0,,0.125,0.1837248322147651
209
+ Ties,grad_cosine_layer_late_minus_early,gradient,0.3111481955274939,0.32321732491254807,0.01206912938505414,4,0.08302676327243855,0.1549701950544378,3.0,,0.625,0.6912878787878788
210
+ Ties,grad_cosine_layer_mean,gradient,0.49061249124351886,0.5604714444489218,0.06985895320540293,4,0.48528071728163746,0.5299103107480096,4.0,,0.125,0.1837248322147651
211
+ Ties,grad_cosine_layer_min,gradient,-0.0417581498622894,0.007355543319135924,0.049113693181425326,4,0.3254706712498592,0.456557640725455,3.0,,0.625,0.6912878787878788
212
+ Ties,grad_l2,gradient,2355.0488693313823,2286.2362933461836,-68.81257598519858,4,-0.3486986409280409,-0.49316597782367416,1.0,,0.625,0.6912878787878788
213
+ Ties,grad_norm_a,gradient,1449.6186149180512,1625.5195365457698,175.9009216277189,4,0.33414567019215624,0.38317525138698405,4.0,,0.125,0.1837248322147651
214
  Ties,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
215
+ Ties,grad_norm_ratio,gradient,0.5446098455795714,0.6106943817321315,0.0660845361525602,4,0.4094228522221468,0.4694979415222709,4.0,,0.125,0.1837248322147651
216
+ Ties,act_deviation_from_base,other,0.22816263106651602,0.1956928054336458,-0.0324698256328702,4,-0.3937750348641458,-0.40788409954781824,0.0,,0.125,0.1837248322147651
217
+ Ties,cka_to_base,other,0.9887393102049828,0.9927884653210641,0.0040491551160812544,4,0.27118176055542725,0.2504462520129581,4.0,,0.125,0.1837248322147651
218
+ Ties,qmd_raw_from_base,other,0.04966904322950514,0.0457828706928355,-0.0038861725366696395,4,-0.19097213433773666,-0.21927098435309408,0.0,,0.125,0.1837248322147651
219
+ Ties,geo_cka_late_minus_early,representation,-0.04291830268685995,-0.03050213682770153,0.012416165859158423,4,0.5554289327194726,0.5667590857072111,4.0,,0.125,0.1837248322147651
220
+ Ties,geo_cka_mean,representation,0.9929350075992052,0.9953901102841533,0.002455102684947974,4,0.36659243890298626,0.39642299266254954,4.0,,0.125,0.1837248322147651
221
  Ties,geo_cka_peak_depth,representation,0.15384615384615385,0.1538461538461538,-2.0816681711721685e-17,4,-6.938893903907228e-16,0.0,1.0,,1.0,1.0
222
+ Ties,geo_procrustes_late_minus_early,representation,0.00498794006682095,0.0030807622074734246,-0.0019071778593475251,4,-0.4000721632058161,-0.3777139460297352,0.0,,0.125,0.1837248322147651
223
+ Ties,geo_procrustes_mean,representation,0.00270358344664205,0.0017147617000566001,-0.00098882174658545,4,-0.25479107422386194,-0.267916233972244,0.0,,0.125,0.1837248322147651
224
  Ties,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,4,0.0,0.0,0.0,,,
225
+ Ties,geo_rowwise_cosine_late_minus_early,representation,-0.07980053126811978,-0.055052787065505926,0.02474774420261385,4,0.16075297772256378,0.1734834708598813,4.0,,0.125,0.1837248322147651
226
+ Ties,geo_rowwise_cosine_mean,representation,0.9928818944841623,0.9949404504150153,0.0020585559308529677,4,0.21934979392606935,0.2277059667226055,4.0,,0.125,0.1837248322147651
227
+ Ties,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
228
+ Ties,geo_subspace_overlap_late_minus_early,representation,-0.13509293801329264,-0.10041859742781842,0.03467434058547423,4,0.46839233596746493,0.4873450485332782,4.0,,0.125,0.1837248322147651
229
+ Ties,geo_subspace_overlap_mean,representation,0.8410012603327548,0.864534284800914,0.023533024468159164,4,0.2989626921930734,0.28848786033581675,4.0,,0.125,0.1837248322147651
230
  Ties,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,4,0.0,0.0,0.0,,,
231
+ Ties,geo_svcca_late_minus_early,representation,0.006966847602605474,0.010006540353821225,0.00303969275121575,4,0.27443437606714294,0.19023613558260852,3.0,,0.625,0.6912878787878788
232
+ Ties,geo_svcca_mean,representation,0.991513131495511,0.9924012292551089,0.0008880977595979445,4,0.2030459882367485,0.19784446750174178,4.0,,0.125,0.1837248322147651
233
+ Ties,geo_svcca_peak_depth,representation,0.5897435897435898,0.5641025641025641,-0.02564102564102566,4,-0.5278457941046725,-0.5278457941046725,0.0,,0.25,0.3487261146496815
234
+ Ties,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
235
  Ties,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
236
  Ties,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
237
  Ties,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
238
+ Ties,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
239
+ Ties,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
240
  Ties,ret_procrustes_p_at_5,retrieval,0.5769230769230769,0.5769230769230769,0.0,4,0.0,0.0,1.0,,1.0,1.0
241
+ Ties,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
242
+ Ties,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
243
+ Ties,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
244
+ Ties,spectral_overcounting,weight space,-1.0000149309635162,-1.0000149607658386,-2.980232233218416e-08,4,-0.002990062269547842,0.0,0.0,,1.0,1.0
245
+ Ties,subspace_overlap,weight space,0.9983210414648056,0.9986419528722763,0.00032091140747075864,4,0.6644013023193224,0.3071498591146222,3.0,,0.625,0.6912878787878788
246
  Ties,weight_cosine,weight space,0.9985425770282745,0.9985425770282745,0.0,4,0.0,0.0,0.0,,,
247
+ WIDEN,beh_entropy_gap,behaviour,-1.0675461350156512,-0.9022346165659998,0.16531151844965153,4,0.31359019691049067,0.3269417704030853,4.0,,0.125,0.1837248322147651
248
+ WIDEN,beh_js,behaviour,0.0645487570012113,0.049868867026747254,-0.01467988997446405,4,-0.29516087479950254,-0.28429734537435,0.0,,0.125,0.1837248322147651
249
+ WIDEN,beh_js_to_base,behaviour,0.06454875700467955,0.04986886702949225,-0.0146798899751873,4,-0.2951608748065728,-0.2842973453844067,0.0,,0.125,0.1837248322147651
250
+ WIDEN,beh_kl_sym,behaviour,0.2933650823486669,0.22047369537618333,-0.07289138697248355,4,-0.2803745600020919,-0.2618277099937758,0.0,,0.125,0.1837248322147651
251
+ WIDEN,beh_kl_to_base,behaviour,0.26347221393267195,0.20299289060126002,-0.06047932333141193,4,-0.2781375173541965,-0.2638438268525618,0.0,,0.125,0.1837248322147651
252
+ WIDEN,beh_logit_cosine,behaviour,0.9505653115920722,0.9675008412450552,0.01693552965298295,4,0.2963876441994546,0.28840162246401585,4.0,,0.125,0.1837248322147651
253
+ WIDEN,beh_logit_kl,behaviour,0.2634721901074514,0.2029928715217629,-0.0604793185856885,4,-0.2781377263553433,-0.2638440273930988,0.0,,0.125,0.1837248322147651
254
+ WIDEN,beh_logit_l2,behaviour,182.13566970825195,151.72263145446777,-30.413038253784176,4,-0.4014337277880518,-0.42311982685144417,0.0,,0.125,0.1837248322147651
255
+ WIDEN,beh_rank_corr,behaviour,0.9567558689171585,0.9690333498984763,0.012277480981317895,4,0.22903435763049612,0.2191074093465082,4.0,,0.125,0.1837248322147651
256
+ WIDEN,beh_topk_overlap,behaviour,0.8046875,0.8265625000000001,0.021874999999999978,4,0.34425544533996744,0.2950760960056865,4.0,,0.125,0.1837248322147651
257
+ WIDEN,grad_cosine,gradient,0.4848764118452177,0.5454789782872929,0.060602566442075206,4,0.3927763265293889,0.3981383799804471,4.0,,0.125,0.1837248322147651
258
+ WIDEN,grad_cosine_layer_late_minus_early,gradient,0.1761031411588192,0.15125965327024454,-0.024843487888574628,4,-0.1709049859338406,0.07399458053500818,2.0,,1.0,1.0
259
+ WIDEN,grad_cosine_layer_mean,gradient,0.5203473136411049,0.5802908976911567,0.059943584050051846,4,0.41640282497092274,0.45392680980874367,4.0,,0.125,0.1837248322147651
260
+ WIDEN,grad_cosine_layer_min,gradient,0.051639637444168315,0.1188307940028608,0.06719115655869247,4,0.4452678959904143,0.4251793926816593,4.0,,0.125,0.1837248322147651
261
+ WIDEN,grad_l2,gradient,2416.8569022590145,2332.898307082289,-83.95859517672511,4,-0.4254490928903587,-0.40439563567401227,0.0,,0.125,0.1837248322147651
262
+ WIDEN,grad_norm_a,gradient,1824.6736603022664,1975.6295013603421,150.95584105807563,4,0.2867593882567961,0.23170462466621738,3.0,,0.625,0.6912878787878788
263
  WIDEN,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
264
+ WIDEN,grad_norm_ratio,gradient,0.6346311429434335,0.6763596418837359,0.04172849894030231,4,0.25852645792423445,0.09823400702116723,2.0,,1.0,1.0
265
+ WIDEN,act_deviation_from_base,other,0.2206258162623271,0.19209393165074284,-0.028531884611584242,4,-0.34601799174100545,-0.36201251102250254,0.0,,0.125,0.1837248322147651
266
+ WIDEN,cka_to_base,other,0.9883073382079601,0.9916795652359724,0.0033722270280122646,4,0.2258462410632458,0.2548471367259819,4.0,,0.125,0.1837248322147651
267
+ WIDEN,qmd_raw_from_base,other,0.04371327933767065,0.04032024962115212,-0.0033930297165185334,4,-0.16673838351763168,-0.1959796370650349,0.0,,0.125,0.1837248322147651
268
+ WIDEN,geo_cka_late_minus_early,representation,-0.04164551984859327,-0.0295364087244719,0.012109111124121372,4,0.541693043097614,0.4822804196274959,4.0,,0.125,0.1837248322147651
269
+ WIDEN,geo_cka_mean,representation,0.993277647570192,0.9954214496913654,0.0021438021211733216,4,0.32010948175187115,0.2969447928111875,4.0,,0.125,0.1837248322147651
270
+ WIDEN,geo_cka_peak_depth,representation,0.16666666666666666,0.1923076923076923,0.025641025641025626,4,0.8702192559338465,0.8702192559338459,2.0,,0.5,0.6441176470588236
271
+ WIDEN,geo_procrustes_late_minus_early,representation,0.005867828250497525,0.00376805275442465,-0.002099775496072875,4,-0.4404737192407628,-0.3854407565707225,0.0,,0.125,0.1837248322147651
272
+ WIDEN,geo_procrustes_mean,representation,0.002747319363457575,0.0018150688515791002,-0.0009322505118784751,4,-0.24021428552465146,-0.204357473418245,0.0,,0.125,0.1837248322147651
273
+ WIDEN,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,4,0.0,0.0,0.0,,,
274
+ WIDEN,geo_rowwise_cosine_late_minus_early,representation,-0.09448294341564174,-0.06290197372436518,0.03158096969127658,4,0.20513929979535434,0.17226020213677232,4.0,,0.125,0.1837248322147651
275
+ WIDEN,geo_rowwise_cosine_mean,representation,0.9921716418117285,0.9945030156522989,0.002331373840570472,4,0.24841995489618185,0.20860144784838835,4.0,,0.125,0.1837248322147651
276
+ WIDEN,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
277
+ WIDEN,geo_subspace_overlap_late_minus_early,representation,-0.12430143654949861,-0.09161232687715085,0.032689109672347776,4,0.4415751873459375,0.4387959245692308,4.0,,0.125,0.1837248322147651
278
+ WIDEN,geo_subspace_overlap_mean,representation,0.8349883707672846,0.8597209936293491,0.024732622862064624,4,0.31420234682725384,0.29330762778588604,4.0,,0.125,0.1837248322147651
279
+ WIDEN,geo_subspace_overlap_peak_depth,representation,0.0,0.1346153846153846,0.1346153846153846,4,1.5811388300841895,0.0,1.0,,1.0,1.0
280
+ WIDEN,geo_svcca_late_minus_early,representation,0.015714324542721023,0.016670534308490977,0.00095620976576995,4,0.08633005107290179,-0.01347974983591778,1.0,,0.625,0.6912878787878788
281
+ WIDEN,geo_svcca_mean,representation,0.9910936790196135,0.992382615209682,0.001288936190068507,4,0.2946897677177467,0.2947116626047209,4.0,,0.125,0.1837248322147651
282
+ WIDEN,geo_svcca_peak_depth,representation,0.5833333333333334,0.5705128205128205,-0.01282051282051283,4,-0.26392289705233624,-0.26392289705233624,0.0,,0.5,0.6441176470588236
283
+ WIDEN,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
284
  WIDEN,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
285
  WIDEN,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
286
  WIDEN,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
287
+ WIDEN,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
288
+ WIDEN,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
289
+ WIDEN,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5769230769230769,0.03846153846153849,4,0.8668593234805765,0.8668593234805765,2.0,,0.5,0.6441176470588236
290
+ WIDEN,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
291
+ WIDEN,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
292
+ WIDEN,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
293
+ WIDEN,spectral_overcounting,weight space,-1.000006914138794,-1.000006914138794,-5.551115123125783e-17,4,-5.569425129414718e-12,0.0,1.0,,1.0,1.0
294
+ WIDEN,subspace_overlap,weight space,0.9987767189741135,0.9987056404352188,-7.107853889459781e-05,4,-0.14715797790026672,-0.26309501793186646,1.0,,0.625,0.6912878787878788
295
+ WIDEN,weight_cosine,weight space,0.9989384859800339,0.9989385306835175,4.4703483609298544e-08,4,4.646533068992977e-05,3.097688710738686e-05,2.0,,0.5,0.6441176470588236
tables/T3_per_combo.csv CHANGED
@@ -1,246 +1,246 @@
1
  combo,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
2
- ALL,beh_entropy_gap,behaviour,-1.0505722488124078,-0.99783034143763,0.05274190737477791,18,0.09918095243889163,0.12260320687385484,13.0,0.00896453857421875,0.09625244140625,0.0652618408203125
3
- ALL,beh_js,behaviour,0.0862614735523508,0.07493323984178953,-0.011328233710561273,18,-0.22779823009036246,-0.21104148899031067,0.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
4
- ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,6.9427490234375e-05
5
- ALL,beh_kl_sym,behaviour,0.4129193392865627,0.3510844096102124,-0.06183492967635028,18,-0.23801128163982677,-0.21283141795952049,0.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
6
- ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,6.9427490234375e-05
7
- ALL,beh_logit_cosine,behaviour,0.9219641389532222,0.9456065069470141,0.023642367993791918,18,0.41791488124644427,0.25858484367767176,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
8
- ALL,beh_logit_kl,behaviour,0.37736593400021534,0.31900513883205606,-0.058360795168159285,18,-0.26981715098220427,-0.23682918212298704,0.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
9
- ALL,beh_logit_l2,behaviour,218.96374003092447,186.6341913011339,-32.32954872979059,18,-0.42839264729444754,-0.3792158230675996,0.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
10
- ALL,beh_rank_corr,behaviour,0.9228851034750905,0.9447610676917351,0.021875964216644648,18,0.4145590206338195,0.2628722782467957,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
11
- ALL,beh_topk_overlap,behaviour,0.7590277777777777,0.7781250000000001,0.019097222222222224,18,0.2985789869808823,0.317579467970575,18.0,0.00019438312233538687,7.62939453125e-06,0.0015381620984800178
12
- ALL,grad_cosine,gradient,0.3842981702491265,0.4439774202549047,0.059679250005778305,18,0.3853942864360646,0.41644107518129037,16.0,7.62939453125e-05,0.001312255859375,0.0006311590021306819
13
- ALL,grad_cosine_layer_late_minus_early,gradient,0.19872694488407835,0.19573083851072523,-0.00299610637335312,18,-0.019946909657721668,0.13916403297162078,13.0,0.19638824462890625,0.09625244140625,0.3163067302872649
14
- ALL,grad_cosine_layer_mean,gradient,0.39938707095700215,0.45722411015433156,0.05783703919732942,18,0.40211793962160214,0.42217168255339743,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
15
- ALL,grad_cosine_layer_min,gradient,-0.003209375155468772,0.015801157905823676,0.019010533061292446,18,0.12114397846721357,0.06907075924906139,10.0,0.28372955322265625,0.8145294189453125,0.3715020049390175
16
- ALL,grad_l2,gradient,2534.937438054719,2454.8591309204517,-80.0783071342675,18,-0.41171479872687056,-0.6742831449054599,4.0,0.0138702392578125,0.0308837890625,0.0970916748046875
17
- ALL,grad_norm_a,gradient,1715.03938386157,1761.7428710962536,46.70348723468362,18,0.08560611696644814,0.03553148878409241,9.0,0.7660293579101562,1.0,0.893700917561849
18
  ALL,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
19
- ALL,grad_norm_ratio,gradient,0.6330187415559839,0.6353549404170881,0.002336198861104181,18,0.013989997045391183,-0.10749420192939427,8.0,0.9661178588867188,0.8145294189453125,1.0
20
- ALL,act_deviation_from_base,other,0.2909211340174079,0.24877564283087844,-0.0421454911865294,20,-0.5111158417968739,-0.48141035398846777,0.0,1.9073486328125e-06,1.9073486328125e-06,6.9427490234375e-05
21
- ALL,cka_to_base,other,0.9741214978694913,0.9828484863042831,0.008726988434791572,20,0.5844676284923385,0.3942216092375521,20.0,1.9073486328125e-06,1.9073486328125e-06,6.9427490234375e-05
22
- ALL,qmd_raw_from_base,other,0.05631466960422178,0.0517850840132395,-0.0045295855909822675,20,-0.22259038161919803,-0.23759881154028703,0.0,1.9073486328125e-06,1.9073486328125e-06,6.9427490234375e-05
23
- ALL,geo_cka_late_minus_early,representation,-0.0644065564642316,-0.051883851819345385,0.012522704644886223,18,0.5585072496792892,0.5650516857230004,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
24
- ALL,geo_cka_mean,representation,0.9877554206504493,0.9914353071533389,0.0036798865028896833,18,0.5627204896756783,0.5754013710358381,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
25
- ALL,geo_cka_peak_depth,representation,0.1752136752136752,0.17236467236467232,-0.0028490028490028635,18,-0.09466030570784462,0.0,4.0,0.6826171875,0.548828125,0.8067294034090909
26
- ALL,geo_procrustes_late_minus_early,representation,0.00938275364816036,0.007155521103497411,-0.0022272325446629497,18,-0.4588846953237627,-0.4466759843488507,0.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
27
- ALL,geo_procrustes_mean,representation,0.005823606092323461,0.003767831939567689,-0.0020557741527557722,18,-0.5478577019622135,-0.45356403830496217,0.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
28
- ALL,geo_procrustes_peak_depth,representation,0.9088319088319088,1.0,0.09116809116809117,18,0.7904178078621465,0.0,5.0,0.0625,0.0625,0.10731132075471699
29
- ALL,geo_rowwise_cosine_late_minus_early,representation,-0.20652625958124793,-0.14037955800692237,0.06614670157432556,18,0.43701119252066156,0.31925406047964167,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
30
- ALL,geo_rowwise_cosine_mean,representation,0.9849456145531599,0.9894840576582487,0.004538443105088367,18,0.4928504982726765,0.36120150862164735,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
31
- ALL,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,18,0.0,0.0,0.0,,,
32
- ALL,geo_subspace_overlap_late_minus_early,representation,-0.1966169382719442,-0.15722942992796557,0.03938750834397861,18,0.5411284215192466,0.4956519566531894,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
33
- ALL,geo_subspace_overlap_mean,representation,0.766763054781034,0.7992994891407121,0.03253643435967829,18,0.4186581690754563,0.38461364034883516,18.0,7.62939453125e-06,7.62939453125e-06,6.9427490234375e-05
34
- ALL,geo_subspace_overlap_peak_depth,representation,0.0,0.029914529914529912,0.029914529914529912,18,0.33333333333333326,0.0,1.0,,1.0,1.0
35
- ALL,geo_svcca_late_minus_early,representation,0.011049224858554876,0.014297964408492058,0.0032487395499371774,18,0.2983145538912588,-0.015849890617996548,7.0,0.7660293579101562,0.480682373046875,0.893700917561849
36
- ALL,geo_svcca_mean,representation,0.9874738779711608,0.9896614953694846,0.002187617398323633,18,0.5113108341799701,0.2990867261340223,16.0,3.814697265625e-05,0.001312255859375,0.0003306070963541667
37
- ALL,geo_svcca_peak_depth,representation,0.6196581196581197,0.5911680911680911,-0.02849002849002848,18,-0.6195952002163858,-0.5576356801947479,0.0,0.00048828125,0.00048828125,0.0037027994791666665
38
- ALL,ret_gain_over_identity,retrieval,-0.8461538461538463,-0.8461538461538463,0.0,18,0.0,0.0,0.0,,,
39
  ALL,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
40
  ALL,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
41
  ALL,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
42
- ALL,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,18,0.0,0.0,0.0,,,
43
- ALL,ret_procrustes_p_at_10,retrieval,0.8461538461538463,0.8461538461538463,0.0,18,0.0,0.0,0.0,,,
44
- ALL,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5726495726495726,0.034188034188034205,18,0.7521014330903548,0.0,8.0,0.076171875,0.109375,0.1295633761682243
45
- ALL,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,18,0.0,0.0,0.0,,,
46
- ALL,ret_ridge_p_at_10,retrieval,0.8461538461538463,0.8461538461538463,0.0,18,0.0,0.0,0.0,,,
47
- ALL,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,18,0.0,0.0,0.0,,,
48
- ALL,spectral_overcounting,weight space,-1.0000130732854207,-1.0000130534172058,1.9868214925130207e-08,18,0.0019488931335841096,0.0,4.0,0.21875,1.0,0.32971014492753625
49
- ALL,subspace_overlap,weight space,0.9984574847751193,0.9985864361127218,0.00012895133760236642,18,0.25937589620326873,0.29840683328299855,10.0,0.3692169189453125,0.8145294189453125,0.46343089136584054
50
- ALL,weight_cosine,weight space,0.9983763860331641,0.9983764025900099,1.6556845777109746e-08,18,1.6752999298029414e-05,0.0,3.0,,0.25,0.32971014492753625
51
- Code-Instruction_Tuned,beh_entropy_gap,behaviour,-0.6833041678265271,-0.5951874794776216,0.08811668834890547,5,0.16570309098045266,0.17920869912199427,5.0,0.0625,0.0625,0.10731132075471699
52
- Code-Instruction_Tuned,beh_js,behaviour,0.055129759905125496,0.04412536163693726,-0.01100439826818824,5,-0.22128625810091349,-0.24814917838579065,0.0,0.0625,0.0625,0.10731132075471699
53
- Code-Instruction_Tuned,beh_js_to_base,behaviour,0.05512975991029358,0.0441253616412705,-0.011004398269023082,5,-0.22125968418665526,-0.2481193785443587,0.0,0.0625,0.0625,0.10731132075471699
54
- Code-Instruction_Tuned,beh_kl_sym,behaviour,0.24499219891158006,0.1921469844954584,-0.052845214416121666,5,-0.20340861188887432,-0.2325773276707081,0.0,0.0625,0.0625,0.10731132075471699
55
- Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.24558744516642164,0.19273855980014618,-0.052848885366275425,5,-0.24304600251831573,-0.2825243992484339,0.0,0.0625,0.0625,0.10731132075471699
56
- Code-Instruction_Tuned,beh_logit_cosine,behaviour,0.955599820241332,0.9703453280031681,0.014745507761835985,5,0.26064931934163027,0.2886369903479307,5.0,0.0625,0.0625,0.10731132075471699
57
- Code-Instruction_Tuned,beh_logit_kl,behaviour,0.2455873594795482,0.19273849651112931,-0.05284886296841894,5,-0.24433405332639277,-0.284021667331037,0.0,0.0625,0.0625,0.10731132075471699
58
- Code-Instruction_Tuned,beh_logit_l2,behaviour,192.04082336425782,163.2710754394531,-28.769747924804687,5,-0.381222409830428,-0.3919259717027453,0.0,0.0625,0.0625,0.10731132075471699
59
- Code-Instruction_Tuned,beh_rank_corr,behaviour,0.9524910920795607,0.9660681227143326,0.013577030634772003,5,0.25729062579028783,0.2910768353781911,5.0,0.0625,0.0625,0.10731132075471699
60
- Code-Instruction_Tuned,beh_topk_overlap,behaviour,0.8006250000000001,0.826875,0.02624999999999993,5,0.4104103893773571,0.39086703750224455,5.0,0.0625,0.0625,0.10731132075471699
61
- Code-Instruction_Tuned,grad_cosine,gradient,0.35552179076297225,0.45261807229124856,0.09709628152827632,5,0.6270245040204452,0.6694402951414061,5.0,0.0625,0.0625,0.10731132075471699
62
- Code-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.3248445110395551,0.330592554807663,0.005748043768107902,5,0.03826823732655405,0.1190623476291705,3.0,0.8125,1.0,0.9300314465408805
63
- Code-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.4095597248943522,0.4737071388214826,0.06414741392713039,5,0.4459914663408771,0.43257144164103756,5.0,0.0625,0.0625,0.10731132075471699
64
- Code-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09967979453504087,-0.049875938892364476,0.04980385564267638,5,0.3173733843289933,0.1910023571205612,5.0,0.0625,0.0625,0.10731132075471699
65
- Code-Instruction_Tuned,grad_l2,gradient,2545.4297570479016,2387.143825984914,-158.28593106298732,5,-0.8138116623722409,-0.8025932667581467,0.0,0.0625,0.0625,0.10731132075471699
66
- Code-Instruction_Tuned,grad_norm_a,gradient,1487.9266221662315,1527.1069945411577,39.18037237492622,5,0.07181646893866359,-0.045897140513835186,2.0,1.0,1.0,1.0
67
  Code-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
68
- Code-Instruction_Tuned,grad_norm_ratio,gradient,0.5590018502745939,0.5737215954056709,0.014719745131077067,5,0.08814711552224157,-0.056333882837778154,2.0,1.0,1.0,1.0
69
- Code-Instruction_Tuned,act_deviation_from_base,other,0.29014053430408243,0.24678958225995298,-0.04335095204412938,5,-0.5257349653054478,-0.5900637262201152,0.0,0.0625,0.0625,0.10731132075471699
70
- Code-Instruction_Tuned,cka_to_base,other,0.9737666422128678,0.983200253546238,0.009433611333370218,5,0.6317918816246285,0.8040619007888237,5.0,0.0625,0.0625,0.10731132075471699
71
- Code-Instruction_Tuned,qmd_raw_from_base,other,0.06490202158222438,0.05963919167922608,-0.005262829902998324,5,-0.25862306671884455,-0.27103230967800196,0.0,0.0625,0.0625,0.10731132075471699
72
- Code-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.055239056183776156,-0.04099403102646176,0.0142450251573144,5,0.6353220049370761,0.6876662032208988,5.0,0.0625,0.0625,0.10731132075471699
73
- Code-Instruction_Tuned,geo_cka_mean,representation,0.9896876396101477,0.9934545508432834,0.003766911233135617,5,0.5760281280442613,0.6905746020761485,5.0,0.0625,0.0625,0.10731132075471699
74
- Code-Instruction_Tuned,geo_cka_peak_depth,representation,0.17435897435897435,0.17435897435897435,0.0,5,0.0,0.0,2.0,,1.0,1.0
75
- Code-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.00436498752170236,0.00242817556567644,-0.00193681195602592,5,-0.39904830165584454,-0.3838364339886617,0.0,0.0625,0.0625,0.10731132075471699
76
- Code-Instruction_Tuned,geo_procrustes_mean,representation,0.004198640353438201,0.0024688665427442798,-0.00172977381069392,5,-0.4609795796735926,-0.5713900437029804,0.0,0.0625,0.0625,0.10731132075471699
77
  Code-Instruction_Tuned,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,5,0.0,0.0,0.0,,,
78
- Code-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.13471602201461788,-0.08607503175735468,0.048640990257263206,5,0.32135626798907707,0.4033506304430207,5.0,0.0625,0.0625,0.10731132075471699
79
- Code-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9901552379131318,0.9933711487054824,0.003215910792350796,5,0.3492306061154659,0.43153960043644624,5.0,0.0625,0.0625,0.10731132075471699
80
- Code-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,5,0.0,0.0,0.0,,,
81
- Code-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.14191270069168374,-0.11435183690533393,0.02756086378634979,5,0.3786471229956439,0.37886123432120034,5.0,0.0625,0.0625,0.10731132075471699
82
- Code-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.8071106870546114,0.8353119669517278,0.028201279897116606,5,0.362876155290793,0.3908915318175655,5.0,0.0625,0.0625,0.10731132075471699
83
- Code-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.10769230769230768,0.10769230769230768,5,1.1999999999999997,0.0,1.0,,1.0,1.0
84
- Code-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.00803560923083296,0.00803456818977926,-1.041041053700259e-06,5,-9.559328864115334e-05,-0.027329036122618673,1.0,0.625,0.375,0.7434640522875817
85
- Code-Instruction_Tuned,geo_svcca_mean,representation,0.9905682710814082,0.9910761660904823,0.0005078950090740442,5,0.11871007286945823,0.09973925137063624,3.0,0.3125,1.0,0.3949652777777778
86
- Code-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6153846153846153,0.5794871794871794,-0.03589743589743592,5,-0.7806899522726469,-1.1152713603894957,0.0,,0.125,0.20681818181818182
87
- Code-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
88
  Code-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
89
  Code-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
90
  Code-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
91
- Code-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,5,0.0,0.0,0.0,,,
92
- Code-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
93
- Code-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5538461538461539,0.015384615384615396,5,0.33844564489065976,0.0,1.0,,1.0,1.0
94
- Code-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,5,0.0,0.0,0.0,,,
95
- Code-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
96
- Code-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,5,0.0,0.0,0.0,,,
97
- Code-Instruction_Tuned,spectral_overcounting,weight space,-1.0000210285186768,-1.0000209569931031,7.152557368605983e-08,5,0.007016015276546679,0.01169335877972408,3.0,,0.25,0.32971014492753625
98
- Code-Instruction_Tuned,subspace_overlap,weight space,0.9982860565185547,0.998554265499115,0.0002682089805602805,5,0.5394821488172854,0.589620251540875,4.0,0.1875,0.375,0.3046875
99
- Code-Instruction_Tuned,weight_cosine,weight space,0.9979568839073181,0.9979568958282471,1.1920928955078126e-08,5,1.2062159490087674e-05,0.0,1.0,,1.0,1.0
100
- Code-Math,beh_entropy_gap,behaviour,-0.8487195574856834,-0.7650611875315414,0.08365836995414186,5,0.15731924051546278,0.16943176322700038,5.0,0.0625,0.0625,0.10731132075471699
101
- Code-Math,beh_js,behaviour,0.05932089412373158,0.05064618958203162,-0.00867470454169996,5,-0.17443869818061622,-0.20065012385590444,0.0,0.0625,0.0625,0.10731132075471699
102
- Code-Math,beh_js_to_base,behaviour,0.05932089412574072,0.05064618958360474,-0.008674704542135979,5,-0.17441775011074206,-0.20062602809704028,0.0,0.0625,0.0625,0.10731132075471699
103
- Code-Math,beh_kl_sym,behaviour,0.26808387823507396,0.2265663909103927,-0.041517487324681225,5,-0.1598066080180572,-0.18613472451758795,0.0,0.0625,0.0625,0.10731132075471699
104
- Code-Math,beh_kl_to_base,behaviour,0.25441715897768064,0.21898163798982795,-0.03543552098785269,5,-0.16296392371498078,-0.18759318779542877,0.0,0.0625,0.0625,0.10731132075471699
105
- Code-Math,beh_logit_cosine,behaviour,0.9678319167345762,0.9741528473794461,0.006320930644869893,5,0.1117320811735717,0.12897762504027194,5.0,0.0625,0.0625,0.10731132075471699
106
- Code-Math,beh_logit_kl,behaviour,0.25441714456503767,0.21898162601839272,-0.03543551854664489,5,-0.16382762829539327,-0.188587427106948,0.0,0.0625,0.0625,0.10731132075471699
107
- Code-Math,beh_logit_l2,behaviour,146.3926574707031,130.74491119384766,-15.647746276855466,5,-0.2073452836524443,-0.21700462862701436,0.0,0.0625,0.0625,0.10731132075471699
108
- Code-Math,beh_rank_corr,behaviour,0.9669009735636862,0.9717550715116751,0.004854097947989078,5,0.09198726380471445,0.10177333782122325,5.0,0.0625,0.0625,0.10731132075471699
109
- Code-Math,beh_topk_overlap,behaviour,0.775625,0.784375,0.00874999999999999,5,0.13680346312578592,0.14657513906334257,5.0,0.0625,0.0625,0.10731132075471699
110
- Code-Math,grad_cosine,gradient,0.5876556778540429,0.5917608889232799,0.00410521106923698,5,0.02651046872312964,0.017782108534818004,3.0,0.625,1.0,0.7434640522875817
111
- Code-Math,grad_cosine_layer_late_minus_early,gradient,0.1983495146036148,0.14799186587333682,-0.050357648730277996,5,-0.3352616177889454,0.19283707245308535,3.0,0.8125,1.0,0.9300314465408805
112
- Code-Math,grad_cosine_layer_mean,gradient,0.5469746536761522,0.5788521881401538,0.031877534464001614,5,0.2216318237720721,0.20410244002768044,5.0,0.0625,0.0625,0.10731132075471699
113
- Code-Math,grad_cosine_layer_min,gradient,0.2266274720430374,0.2274605453014374,0.0008330732583999634,5,0.005308731141406275,-0.0972590964525875,2.0,1.0,1.0,1.0
114
- Code-Math,grad_l2,gradient,2319.686796850513,2414.1387696379434,94.45197278743053,5,0.4856155974967155,0.32647633207133686,4.0,0.125,0.375,0.20681818181818182
115
- Code-Math,grad_norm_a,gradient,2390.545600169052,2659.1058810180484,268.5602808489963,5,0.4922630873231212,0.3820323947873414,5.0,0.0625,0.0625,0.10731132075471699
116
  Code-Math,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
117
- Code-Math,grad_norm_ratio,gradient,0.8574013604723248,0.9035415511295989,0.04614019065727413,5,0.2763040174858921,0.3025711753201227,4.0,0.1875,0.375,0.3046875
118
- Code-Math,act_deviation_from_base,other,0.1923275407031178,0.16943953882902857,-0.02288800187408923,5,-0.27757228627727104,-0.2954531074726018,0.0,0.0625,0.0625,0.10731132075471699
119
- Code-Math,cka_to_base,other,0.9902538159489632,0.9923722693324087,0.0021184533834457397,5,0.14187797249254336,0.15566798010118926,5.0,0.0625,0.0625,0.10731132075471699
120
- Code-Math,qmd_raw_from_base,other,0.024078073164752987,0.02234327448026893,-0.0017347986844840567,5,-0.08525051430324117,-0.08992501734153821,0.0,0.0625,0.0625,0.10731132075471699
121
- Code-Math,geo_cka_late_minus_early,representation,-0.058691569904006424,-0.04398952980952162,0.0147020400944848,5,0.655704674884149,0.8432214089149326,5.0,0.0625,0.0625,0.10731132075471699
122
- Code-Math,geo_cka_mean,representation,0.99417478830822,0.9954362104658543,0.0012614221576341845,5,0.19289401824601288,0.22192743011460192,5.0,0.0625,0.0625,0.10731132075471699
123
  Code-Math,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,5,0.0,0.0,0.0,,,
124
- Code-Math,geo_procrustes_late_minus_early,representation,0.0108585079421431,0.008293522161850638,-0.00256498578029246,5,-0.5284732037163237,-0.651119976679871,0.0,0.0625,0.0625,0.10731132075471699
125
- Code-Math,geo_procrustes_mean,representation,0.0023172051776681403,0.0018304487768952,-0.00048675640077294,5,-0.12971913416918132,-0.14158497361919145,0.0,0.0625,0.0625,0.10731132075471699
126
  Code-Math,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,5,0.0,0.0,0.0,,,
127
- Code-Math,geo_rowwise_cosine_late_minus_early,representation,-0.06846257448196405,-0.054540717601776076,0.013921856880187983,5,0.09197748538491594,0.10311898041422372,5.0,0.0625,0.0625,0.10731132075471699
128
- Code-Math,geo_rowwise_cosine_mean,representation,0.9922253370285035,0.9937962743639946,0.001570937335491207,5,0.17059534087448192,0.18960041665394145,5.0,0.0625,0.0625,0.10731132075471699
129
- Code-Math,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,5,0.0,0.0,0.0,,,
130
- Code-Math,geo_subspace_overlap_late_minus_early,representation,-0.1749953027584557,-0.14576759024866462,0.029227712509791115,5,0.40154725698609645,0.3808701034979192,5.0,0.0625,0.0625,0.10731132075471699
131
- Code-Math,geo_subspace_overlap_mean,representation,0.807064705124249,0.8288022057760343,0.021737500651785147,5,0.2797043499773001,0.28599372671040757,5.0,0.0625,0.0625,0.10731132075471699
132
  Code-Math,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,5,0.0,0.0,0.0,,,
133
- Code-Math,geo_svcca_late_minus_early,representation,0.00575740348169158,0.0054772748334523,-0.00028012864823927995,5,-0.025722730753617397,-0.027009458271171613,1.0,0.3125,0.375,0.3949652777777778
134
- Code-Math,geo_svcca_mean,representation,0.9902774457520932,0.9912311413409194,0.0009536955888259646,5,0.22290684259964086,0.19233589491563205,5.0,0.0625,0.0625,0.10731132075471699
135
  Code-Math,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,5,0.0,0.0,0.0,,,
136
- Code-Math,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
137
  Code-Math,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
138
  Code-Math,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
139
  Code-Math,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
140
- Code-Math,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,5,0.0,0.0,0.0,,,
141
- Code-Math,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
142
  Code-Math,ret_procrustes_p_at_5,retrieval,0.5692307692307692,0.5692307692307692,0.0,5,0.0,0.0,2.0,,1.0,1.0
143
- Code-Math,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,5,0.0,0.0,0.0,,,
144
- Code-Math,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
145
- Code-Math,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,5,0.0,0.0,0.0,,,
146
- Code-Math,spectral_overcounting,weight space,-0.9999979734420776,-0.9999979972839356,-2.384185791015625e-08,5,-0.0023386717603009317,0.0,0.0,,0.5,0.6066666666666667
147
- Code-Math,subspace_overlap,weight space,0.9988187074661254,0.9985008955001831,-0.0003178119659424716,5,-0.6392548152128557,-0.3533165679731714,1.0,0.4375,0.375,0.5416666666666666
148
- Code-Math,weight_cosine,weight space,0.9997980713844299,0.9997980952262878,2.384185791015625e-08,5,2.4124318980175347e-05,0.0,1.0,,1.0,1.0
149
- Code-Math-Instruction_Tuned,beh_entropy_gap,behaviour,-1.3668837260897793,-1.3790253885787502,-0.01214166248897075,3,-0.022832349260534374,-0.04249468020809377,1.0,,1.0,1.0
150
- Code-Math-Instruction_Tuned,beh_js,behaviour,0.1221205039267923,0.11077742329456941,-0.01134308063222289,3,-0.22809678523701815,-0.23713266757178472,0.0,,0.25,0.32971014492753625
151
- Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.12113742600657493,0.10746916728598466,-0.01366825872059028,5,-0.2748205339325454,-0.2911923025185968,0.0,0.0625,0.0625,0.10731132075471699
152
- Code-Math-Instruction_Tuned,beh_kl_sym,behaviour,0.6127068399281875,0.5423160794454934,-0.07039076048269403,3,-0.27094386952130434,-0.30060969224991985,0.0,,0.25,0.32971014492753625
153
- Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5253016705460712,0.45086890549425257,-0.07443276505181856,5,-0.3423078060559,-0.3661812320817214,0.0,0.0625,0.0625,0.10731132075471699
154
- Code-Math-Instruction_Tuned,beh_logit_cosine,behaviour,0.8713288183013598,0.9109385677923759,0.03960974949101611,3,0.7001626807892539,0.9821707527418142,3.0,,0.25,0.32971014492753625
155
- Code-Math-Instruction_Tuned,beh_logit_kl,behaviour,0.5303682842830174,0.4645004073845255,-0.06586787689849191,3,-0.3045243443786028,-0.3372598730730146,0.0,,0.25,0.32971014492753625
156
- Code-Math-Instruction_Tuned,beh_logit_l2,behaviour,279.26975504557294,235.45711263020834,-43.812642415364586,3,-0.580552918512841,-0.7334658748763578,0.0,,0.25,0.32971014492753625
157
- Code-Math-Instruction_Tuned,beh_rank_corr,behaviour,0.874173949848811,0.9131618298799776,0.038987880031166634,3,0.7388372554573664,1.0288955503960653,3.0,,0.25,0.32971014492753625
158
- Code-Math-Instruction_Tuned,beh_topk_overlap,behaviour,0.728125,0.7468750000000001,0.018750000000000044,3,0.2931502781266852,0.29315027812668343,3.0,,0.25,0.32971014492753625
159
- Code-Math-Instruction_Tuned,grad_cosine,gradient,0.2899336853936536,0.3469470123863269,0.05701332699267325,3,0.3681783948618637,0.39557367968805124,3.0,,0.25,0.32971014492753625
160
- Code-Math-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.11824828386306757,0.1521254976590474,0.033877213795979834,3,0.2255412988850141,0.20393536133868126,3.0,,0.25,0.32971014492753625
161
- Code-Math-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.31246472746133797,0.3780228028694788,0.06555807540814085,3,0.455799234790298,0.415015564637409,3.0,,0.25,0.32971014492753625
162
- Code-Math-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.08066488554080324,-0.0678524921337763,0.012812393407026931,3,0.08164654331417344,-0.12854268050475182,1.0,,1.0,1.0
163
- Code-Math-Instruction_Tuned,grad_l2,gradient,2649.520500744678,2524.2164351331107,-125.3040656115674,3,-0.6442386209092149,-0.7560255212063354,0.0,,0.25,0.32971014492753625
164
- Code-Math-Instruction_Tuned,grad_norm_a,gradient,1435.6376773611908,1372.176967297329,-63.46071006386145,3,-0.11632161301364925,-0.36836719154188013,1.0,,1.0,1.0
165
  Code-Math-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
166
- Code-Math-Instruction_Tuned,grad_norm_ratio,gradient,0.5393573218015638,0.5155156525841722,-0.023841669217391597,3,-0.14277247004172225,-0.45213174453310867,1.0,,1.0,1.0
167
- Code-Math-Instruction_Tuned,act_deviation_from_base,other,0.34054103039205075,0.2870888278074562,-0.05345220258459451,5,-0.6482370177869512,-0.7525949840811219,0.0,0.0625,0.0625,0.10731132075471699
168
- Code-Math-Instruction_Tuned,cka_to_base,other,0.9637338295578957,0.9776740205287933,0.013940190970897692,5,0.9336084742600528,1.1128547417209058,5.0,0.0625,0.0625,0.10731132075471699
169
- Code-Math-Instruction_Tuned,qmd_raw_from_base,other,0.06741627142434369,0.06192478721447022,-0.005491484209873472,5,-0.2698594697857254,-0.29428904562512653,0.0,0.0625,0.0625,0.10731132075471699
170
- Code-Math-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.0740948912630048,-0.06388654963951827,0.010208341623486534,3,0.45528765275545435,0.43841659521854975,3.0,,0.25,0.32971014492753625
171
- Code-Math-Instruction_Tuned,geo_cka_mean,representation,0.9825711600763221,0.9875030461742527,0.0049318860979306045,3,0.7541736295053821,0.9576022166111379,3.0,,0.25,0.32971014492753625
172
- Code-Math-Instruction_Tuned,geo_cka_peak_depth,representation,0.1794871794871795,0.16239316239316237,-0.017094017094017127,3,-0.5679618342470659,-0.8519427513705989,0.0,,0.5,0.6066666666666667
173
- Code-Math-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.011716823901877135,0.009417880112428998,-0.002298943789448133,3,-0.47365961983417854,-0.5198201354216903,0.0,,0.25,0.32971014492753625
174
- Code-Math-Instruction_Tuned,geo_procrustes_mean,representation,0.009017694786952501,0.0059036414918461335,-0.0031140532951063667,3,-0.8298859482000278,-1.1206272309677918,0.0,,0.25,0.32971014492753625
175
- Code-Math-Instruction_Tuned,geo_procrustes_peak_depth,representation,0.7777777777777777,1.0,0.22222222222222224,3,1.9266434066639821,2.8899651099959733,2.0,,0.5,0.6066666666666667
176
- Code-Math-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.34871246417363483,-0.23988616466522214,0.1088262995084127,3,0.7189823497448824,1.0033567405338726,3.0,,0.25,0.32971014492753625
177
- Code-Math-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9767164344588916,0.9839192445079484,0.007202810049057058,3,0.7821864105030117,1.0713131901833874,3.0,,0.25,0.32971014492753625
178
- Code-Math-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,3,0.0,0.0,0.0,,,
179
- Code-Math-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.24176666236215902,-0.1867569509817929,0.05500971138036611,3,0.755755302608207,0.8779379295798286,3.0,,0.25,0.32971014492753625
180
- Code-Math-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.7200771429539391,0.761603777005664,0.04152663405172493,3,0.5343383478279075,0.6662378993972309,3.0,,0.25,0.32971014492753625
181
- Code-Math-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,3,0.0,0.0,0.0,,,
182
- Code-Math-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.010052252301897734,0.015418195148415534,0.005365942846517799,3,0.49272612404275473,0.2676367282775327,2.0,,1.0,1.0
183
- Code-Math-Instruction_Tuned,geo_svcca_mean,representation,0.9840308394079686,0.9882147374055137,0.004183897997544965,3,0.977900604048927,1.1676680938273902,3.0,,0.25,0.32971014492753625
184
- Code-Math-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6581196581196581,0.6153846153846154,-0.042735042735042694,3,-0.9293928003245782,-1.1152713603894933,0.0,,0.25,0.32971014492753625
185
- Code-Math-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
186
  Code-Math-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
187
  Code-Math-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
188
  Code-Math-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
189
- Code-Math-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,3,0.0,0.0,0.0,,,
190
- Code-Math-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
191
- Code-Math-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5897435897435898,0.0512820512820513,3,1.1281521496355322,0.0,1.0,,1.0,1.0
192
- Code-Math-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,3,0.0,0.0,0.0,,,
193
- Code-Math-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,3,0.0,0.0,0.0,,,
194
- Code-Math-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,3,0.0,0.0,0.0,,,
195
- Code-Math-Instruction_Tuned,spectral_overcounting,weight space,-1.0000180800755818,-1.0000181198120117,-3.973642977624555e-08,3,-0.0038977862599080264,0.0,0.0,,1.0,1.0
196
- Code-Math-Instruction_Tuned,subspace_overlap,weight space,0.9983393947283427,0.998776932557424,0.0004375378290811434,3,0.8800743648794193,0.5373481023601667,2.0,,1.0,1.0
197
- Code-Math-Instruction_Tuned,weight_cosine,weight space,0.9976715048154196,0.9976715048154196,0.0,3,0.0,0.0,0.0,,,
198
- Math-Instruction_Tuned,beh_entropy_gap,behaviour,-1.4299061347585909,-1.4045253290190551,0.025380805739535585,5,0.04772850684041509,-0.08288025113694522,2.0,1.0,1.0,1.0
199
- Math-Instruction_Tuned,beh_js,behaviour,0.12281834840353041,0.10852165823473174,-0.014296690168798646,5,-0.2874906009015642,-0.2805005482941911,0.0,0.0625,0.0625,0.10731132075471699
200
- Math-Instruction_Tuned,beh_js_to_base,behaviour,0.122818348409463,0.10852165823966838,-0.014296690169794596,5,-0.2874560766114504,-0.2804668634303113,0.0,0.0625,0.0625,0.10731132075471699
201
- Math-Instruction_Tuned,beh_kl_sym,behaviour,0.6058094403280594,0.5198008515236175,-0.0860085888044417,5,-0.3310590722836624,-0.3643216199579011,0.0,0.0625,0.0625,0.10731132075471699
202
- Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5402923311013552,0.45799824939797984,-0.08229408170337532,5,-0.3784611056657115,-0.44202447669781614,0.0,0.0625,0.0625,0.10731132075471699
203
- Math-Instruction_Tuned,beh_logit_cosine,behaviour,0.8728418722748756,0.9131221089512109,0.04028023667633536,5,0.7120145634984452,0.9336566512892948,5.0,0.0625,0.0625,0.10731132075471699
204
- Math-Instruction_Tuned,beh_logit_kl,behaviour,0.5402918877863788,0.45799813283516444,-0.08229375495121444,5,-0.38046545528698755,-0.44436483584757613,0.0,0.0625,0.0625,0.10731132075471699
205
- Math-Instruction_Tuned,beh_logit_l2,behaviour,282.2741302490234,236.59283447265625,-45.6812957763672,5,-0.6053140856694343,-0.6969505329653455,0.0,0.0625,0.0625,0.10731132075471699
206
- Math-Instruction_Tuned,beh_rank_corr,behaviour,0.8784899369577923,0.915419551536252,0.03692961457845967,5,0.6998322314123279,0.950887104766055,5.0,0.0625,0.0625,0.10731132075471699
207
- Math-Instruction_Tuned,beh_topk_overlap,behaviour,0.719375,0.741875,0.022500000000000055,5,0.35178033375202217,0.3420086578144666,5.0,0.0625,0.0625,0.10731132075471699
208
- Math-Instruction_Tuned,grad_cosine,gradient,0.2663357330436481,0.3457715442713327,0.07943581122768464,5,0.5129774215091394,0.4939320242994542,5.0,0.0625,0.0625,0.10731132075471699
209
- Math-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.12127400562167164,0.13477129936218257,0.01349729374051096,5,0.08985972636358494,0.02430103739102344,4.0,0.3125,0.375,0.3949652777777778
210
- Math-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.2937802403979003,0.36663378787226975,0.07285354747436942,5,0.5065217516506396,0.4452403436393598,5.0,0.0625,0.0625,0.10731132075471699
211
- Math-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09010249674320216,-0.07998894266784186,0.010113554075360298,5,0.06444828102306523,-0.12360087326863593,2.0,0.8125,1.0,0.9300314465408805
212
- Math-Instruction_Tuned,grad_l2,gradient,2670.945922651768,2521.680414610902,-149.26550804086583,5,-0.7674340379956796,-0.7992260608508868,0.0,0.0625,0.0625,0.10731132075471699
213
- Math-Instruction_Tuned,grad_norm_a,gradient,1434.2869531496542,1332.7552800089095,-101.53167314074457,5,-0.18610456737438189,-0.27651977802272776,1.0,0.3125,0.375,0.3949652777777778
214
  Math-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
215
- Math-Instruction_Tuned,grad_norm_ratio,gradient,0.5388498657736849,0.5007052474157437,-0.03814461835794118,5,-0.22842366161969205,-0.3393987643470955,1.0,0.3125,0.375,0.3949652777777778
216
- Math-Instruction_Tuned,act_deviation_from_base,other,0.3406754306703806,0.2917846224270761,-0.048890808243304495,5,-0.5929190978178251,-0.6552347513245169,0.0,0.0625,0.0625,0.10731132075471699
217
- Math-Instruction_Tuned,cka_to_base,other,0.9687317037582398,0.9781474018096924,0.009415698051452637,5,0.6305921855921296,0.7110382045334173,5.0,0.0625,0.0625,0.10731132075471699
218
- Math-Instruction_Tuned,qmd_raw_from_base,other,0.06886231224556602,0.06323308267899282,-0.005629229566573214,5,-0.27662847566898086,-0.29392234507751674,0.0,0.0625,0.0625,0.10731132075471699
219
- Math-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.07347604242564833,-0.06346637592994904,0.010009666495699284,5,0.44642682737094364,0.20823148688885143,5.0,0.0625,0.0625,0.10731132075471699
220
- Math-Instruction_Tuned,geo_cka_mean,representation,0.9825143903774565,0.9877745167383312,0.005260126360874695,5,0.8043674388389384,0.9516543963203375,5.0,0.0625,0.0625,0.10731132075471699
221
- Math-Instruction_Tuned,geo_cka_peak_depth,representation,0.16923076923076924,0.1692307692307692,-3.3306690738754695e-17,5,-1.0658141036401502e-15,-0.8519427513705989,2.0,1.0,1.0,1.0
222
- Math-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.01152432332840556,0.0093874501776062,-0.00213687315079936,5,-0.4402676258928703,-0.37233240231119136,0.0,0.0625,0.0625,0.10731132075471699
223
- Math-Instruction_Tuned,geo_procrustes_mean,representation,0.00903851952908662,0.00572269476769652,-0.0033158247613901,5,-0.8836574443011778,-1.1344117833674638,0.0,0.0625,0.0625,0.10731132075471699
224
- Math-Instruction_Tuned,geo_procrustes_peak_depth,representation,0.8051282051282052,1.0,0.19487179487179487,5,1.689518064305338,2.6676601015347443,3.0,,0.25,0.32971014492753625
225
- Math-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.3310884594917297,-0.22081896066665646,0.11026949882507328,5,0.7285171298534593,0.9714617350590637,5.0,0.0625,0.0625,0.10731132075471699
226
- Math-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9773937767744064,0.9846236377954483,0.007229861021041883,5,0.7851240004898806,1.0316396405925534,5.0,0.0625,0.0625,0.10731132075471699
227
- Math-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,5,0.0,0.0,0.0,,,
228
- Math-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.24585297691156427,-0.1938523499976018,0.052000626913962456,5,0.7144147559226226,0.7610761489743207,5.0,0.0625,0.0625,0.10731132075471699
229
- Math-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.7141253192604984,0.7564017219754036,0.04227640271490514,5,0.5439858947068054,0.6437929945020878,5.0,0.0625,0.0625,0.10731132075471699
230
  Math-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,5,0.0,0.0,0.0,,,
231
- Math-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.01995284539713438,0.028709911758290525,0.00875706636115614,5,0.8041150436251379,0.7341990702623811,3.0,0.4375,1.0,0.5416666666666666
232
- Math-Instruction_Tuned,geo_svcca_mean,representation,0.9836417402178963,0.9875452334554342,0.0039034932375380917,5,0.9123617251494377,0.9807875650705118,5.0,0.0625,0.0625,0.10731132075471699
233
- Math-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6564102564102564,0.6153846153846154,-0.04102564102564099,5,-0.8922170883115952,-1.1152713603894933,0.0,0.0625,0.0625,0.10731132075471699
234
- Math-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
235
  Math-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
236
  Math-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
237
  Math-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
238
- Math-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,5,0.0,0.0,0.0,,,
239
- Math-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
240
- Math-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5076923076923077,0.5846153846153845,0.07692307692307696,5,1.6922282244532982,1.692228224453299,4.0,,0.125,0.20681818181818182
241
- Math-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,5,0.0,0.0,0.0,,,
242
- Math-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,5,0.0,0.0,0.0,,,
243
- Math-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,5,0.0,0.0,0.0,,,
244
- Math-Instruction_Tuned,spectral_overcounting,weight space,-1.0000172138214112,-1.0000171661376953,4.76837158203125e-08,5,0.004677343520601863,0.0,1.0,,1.0,1.0
245
- Math-Instruction_Tuned,subspace_overlap,weight space,0.9983385443687439,0.9985898494720459,0.00025130510330202417,5,0.5054812737996862,0.5959744348126457,3.0,0.625,1.0,0.7434640522875817
246
- Math-Instruction_Tuned,weight_cosine,weight space,0.9977971315383911,0.997797155380249,2.384185793236071e-08,5,2.4124319002642872e-05,0.0,1.0,,1.0,1.0
 
1
  combo,metric,family,mean_without,mean_with,mean_diff_raw,n_pairs,mean_diff,median_diff,n_positive,p_wilcoxon,p_sign,q_bh
2
+ ALL,beh_entropy_gap,behaviour,-1.0966956572722548,-1.040378837033344,0.05631682023891073,20,0.10683104791316463,0.12367694525513932,14.0,0.0072956085205078125,0.11531829833984375,0.05106925964355469
3
+ ALL,beh_js,behaviour,0.08960160710827703,0.07769059418371115,-0.011911012924565876,20,-0.23948851119992126,-0.2244874656685148,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
4
+ ALL,beh_js_to_base,behaviour,0.08960160711301804,0.07769059418763206,-0.011911012925385985,20,-0.23948851121034828,-0.2244874656853442,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
5
+ ALL,beh_kl_sym,behaviour,0.43000004988207696,0.3645063377564425,-0.06549371212563451,20,-0.251919622918691,-0.2379909233568557,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
6
+ ALL,beh_kl_to_base,behaviour,0.3913996514478821,0.3301468381705516,-0.061252813277330495,20,-0.28169470948872694,-0.28835425938371406,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
7
+ ALL,beh_logit_cosine,behaviour,0.9176860929466784,0.9429730961099267,0.025287003163248313,20,0.4425462592543855,0.28894213050133655,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
8
+ ALL,beh_logit_kl,behaviour,0.3913994101259334,0.3301467649584443,-0.06125264516748905,20,-0.2816941701483965,-0.2883543858029688,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
9
+ ALL,beh_logit_l2,behaviour,224.7294464111328,190.90917472839357,-33.82027168273926,20,-0.4464071502201009,-0.39319812839415225,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
10
+ ALL,beh_rank_corr,behaviour,0.9194177319189377,0.94267319683881,0.02325546491987234,20,0.43382681491637387,0.2852813926773057,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
11
+ ALL,beh_topk_overlap,behaviour,0.75515625,0.7759375000000002,0.02078125,20,0.3270426730729694,0.3442554453399692,20.0,8.782404130245517e-05,1.9073486328125e-06,0.0006949554572629061
12
+ ALL,grad_cosine,gradient,0.3786134896969761,0.438280969671334,0.05966747997435802,20,0.3867158599627073,0.4048320756506584,18.0,1.9073486328125e-05,0.0004024505615234375,0.00015778975053267047
13
+ ALL,grad_cosine_layer_late_minus_early,gradient,0.1934752120170742,0.19300755970180034,-0.000467652315273865,20,-0.0032171051312229137,0.15020489453560218,15.0,0.10539817810058594,0.04138946533203125,0.14870130553726077
14
+ ALL,grad_cosine_layer_mean,gradient,0.394004335278878,0.45219894086010753,0.05819460558122954,20,0.40425340836909224,0.4218059137418356,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
15
+ ALL,grad_cosine_layer_min,gradient,-0.011369962524622667,0.008389861881732972,0.019759824406355632,20,0.1309460335136881,0.07182836144415242,11.0,0.24548721313476562,0.8238029479980469,0.32269503546099293
16
+ ALL,grad_l2,gradient,2539.3830664740763,2456.7465115065124,-82.63655496756351,20,-0.418749828728441,-0.6387666504089493,4.0,0.005580902099609375,0.01181793212890625,0.04062896728515625
17
+ ALL,grad_norm_a,gradient,1684.4702668571379,1728.5348676727203,44.06460081558274,20,0.0837061877505961,0.036823548698922196,10.0,0.7561664581298828,1.0,0.8601393461227417
18
  ALL,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
19
+ ALL,grad_norm_ratio,gradient,0.6226649259584115,0.6255307086895496,0.002865782731138161,20,0.017754788153810836,-0.11121143848266778,9.0,1.0,0.8238029479980469,1.0
20
+ ALL,act_deviation_from_base,other,0.2909211340174079,0.24877564283087844,-0.0421454911865294,20,-0.5111158417968739,-0.48141035398846777,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
21
+ ALL,cka_to_base,other,0.9741214978694913,0.9828484863042831,0.008726988434791572,20,0.5844676284923385,0.3942216092375521,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
22
+ ALL,qmd_raw_from_base,other,0.05631466960422178,0.0517850840132395,-0.0045295855909822675,20,-0.22259038161919803,-0.23759881154028703,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
23
+ ALL,geo_cka_late_minus_early,representation,-0.06460640936913008,-0.05222853728745471,0.012377872081675364,20,0.5537158860190274,0.5667590857072111,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
24
+ ALL,geo_cka_mean,representation,0.9874110156475119,0.9911932713476572,0.0037822557001454373,20,0.5647610383760466,0.5618578197297364,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
25
+ ALL,geo_cka_peak_depth,representation,0.17564102564102563,0.1705128205128205,-0.005128205128205142,20,-0.1740438511867699,0.0,4.0,0.4306640625,0.3876953125,0.5225390625
26
+ ALL,geo_procrustes_late_minus_early,representation,0.009480958960362709,0.007244307618131554,-0.002236651342231155,20,-0.4691864140713875,-0.4869685985147344,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
27
+ ALL,geo_procrustes_mean,representation,0.006059060917227585,0.003909332254761541,-0.0021497286624660447,20,-0.5539235732738984,-0.43854326340727623,0.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
28
+ ALL,geo_procrustes_peak_depth,representation,0.9012820512820513,1.0,0.09871794871794873,20,0.828203784886084,0.0,6.0,0.03125,0.03125,0.0888671875
29
+ ALL,geo_rowwise_cosine_late_minus_early,representation,-0.21499706208705902,-0.14555311799049372,0.06944394409656525,20,0.4510843779104137,0.3174832423471372,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
30
+ ALL,geo_rowwise_cosine_mean,representation,0.9844391956180333,0.9891727497428657,0.00473355412483219,20,0.5043847030134433,0.3544180326220191,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
31
+ ALL,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
32
+ ALL,geo_subspace_overlap_late_minus_early,representation,-0.19865173472012668,-0.15780667175707272,0.04084506296305394,20,0.5517484725294989,0.5178487976684392,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
33
+ ALL,geo_subspace_overlap_mean,representation,0.7631757632014438,0.7966314854780541,0.03345572227661047,20,0.4250202864749598,0.37972948411463375,20.0,1.9073486328125e-06,1.9073486328125e-06,1.735687255859375e-05
34
+ ALL,geo_subspace_overlap_peak_depth,representation,0.0,0.02692307692307692,0.02692307692307692,20,0.3162277660168379,0.0,1.0,,1.0,1.0
35
+ ALL,geo_svcca_late_minus_early,representation,0.011209432782253389,0.015907619134798715,0.004698186352545325,20,0.42416913347319685,-0.0025074757902134753,9.0,0.3299827575683594,0.8238029479980469,0.4030661870969222
36
+ ALL,geo_svcca_mean,representation,0.9872489426570759,0.9895012288129899,0.0022522861559136965,20,0.5149406846003964,0.2925614846177593,18.0,9.5367431640625e-06,0.0004024505615234375,8.265177408854167e-05
37
+ ALL,geo_svcca_peak_depth,representation,0.623076923076923,0.5935897435897436,-0.029487179487179483,20,-0.6070226632203728,-0.5278457941046725,0.0,0.0008465167628484237,0.0001220703125,0.0064194187849338806
38
+ ALL,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
39
  ALL,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
40
  ALL,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
41
  ALL,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
42
+ ALL,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
43
+ ALL,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
44
+ ALL,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.573076923076923,0.03461538461538464,20,0.7801733911325186,0.0,9.0,0.046875,0.0654296875,0.0888671875
45
+ ALL,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
46
+ ALL,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
47
+ ALL,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
48
+ ALL,spectral_overcounting,weight space,-1.0000131964683532,-1.0000131845474243,1.1920928955078126e-08,20,0.0011960249100469067,0.0,4.0,0.4765625,1.0,0.5668913398692811
49
+ ALL,subspace_overlap,weight space,0.9984800606966019,0.9986083477735519,0.00012828707695005103,20,0.26560009713621524,0.3071498591146222,11.0,0.3117942810058594,0.8238029479980469,0.3842905405405405
50
+ ALL,weight_cosine,weight space,0.9983456283807755,0.9983456432819366,1.4901161199398773e-08,20,1.5488443559463324e-05,0.0,3.0,,0.25,0.32269503546099293
51
+ Code-Instruction_Tuned,beh_entropy_gap,behaviour,-0.6833041678265271,-0.5951874794776216,0.08811668834890547,5,0.1671542909385928,0.18077817893752088,5.0,0.0625,0.0625,0.0888671875
52
+ Code-Instruction_Tuned,beh_js,behaviour,0.055129759905125496,0.04412536163693726,-0.01100439826818824,5,-0.2212596841754705,-0.24811937853368166,0.0,0.0625,0.0625,0.0888671875
53
+ Code-Instruction_Tuned,beh_js_to_base,behaviour,0.05512975991029358,0.0441253616412705,-0.011004398269023082,5,-0.22125968418665526,-0.2481193785443587,0.0,0.0625,0.0625,0.0888671875
54
+ Code-Instruction_Tuned,beh_kl_sym,behaviour,0.24499219891158006,0.1921469844954584,-0.052845214416121666,5,-0.20326755129147864,-0.23241603903854416,0.0,0.0625,0.0625,0.0888671875
55
+ Code-Instruction_Tuned,beh_kl_to_base,behaviour,0.24558744516642164,0.19273855980014618,-0.052848885366275425,5,-0.24304600251831573,-0.2825243992484339,0.0,0.0625,0.0625,0.0888671875
56
+ Code-Instruction_Tuned,beh_logit_cosine,behaviour,0.955599820241332,0.9703453280031681,0.014745507761835985,5,0.2580602081899198,0.2857698689129176,5.0,0.0625,0.0625,0.0888671875
57
+ Code-Instruction_Tuned,beh_logit_kl,behaviour,0.2455873594795482,0.19273849651112931,-0.05284886296841894,5,-0.24304610121681325,-0.2825245108740259,0.0,0.0625,0.0625,0.0888671875
58
+ Code-Instruction_Tuned,beh_logit_l2,behaviour,192.04082336425782,163.2710754394531,-28.769747924804687,5,-0.3797432884082174,-0.3904053210649088,0.0,0.0625,0.0625,0.0888671875
59
+ Code-Instruction_Tuned,beh_rank_corr,behaviour,0.9524910920795607,0.9660681227143326,0.013577030634772003,5,0.25327723941876384,0.2865364297548423,5.0,0.0625,0.0625,0.0888671875
60
+ Code-Instruction_Tuned,beh_topk_overlap,behaviour,0.8006250000000001,0.826875,0.02624999999999993,5,0.41310653440796025,0.3934347946742475,5.0,0.0625,0.0625,0.0888671875
61
+ Code-Instruction_Tuned,grad_cosine,gradient,0.35552179076297225,0.45261807229124856,0.09709628152827632,5,0.6292987742489706,0.6718684109857683,5.0,0.0625,0.0625,0.0888671875
62
+ Code-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.3248445110395551,0.330592554807663,0.005748043768107902,5,0.039542327701392,0.12302637110444763,3.0,0.8125,1.0,0.9016768292682927
63
+ Code-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.4095597248943522,0.4737071388214826,0.06414741392713039,5,0.4456050601100669,0.4321966624962885,5.0,0.0625,0.0625,0.0888671875
64
+ Code-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09967979453504087,-0.049875938892364476,0.04980385564267638,5,0.3300442967498814,0.1986279938587353,5.0,0.0625,0.0625,0.0888671875
65
+ Code-Instruction_Tuned,grad_l2,gradient,2545.4297570479016,2387.143825984914,-158.28593106298732,5,-0.8020930512987243,-0.7910361967648933,0.0,0.0625,0.0625,0.0888671875
66
+ Code-Instruction_Tuned,grad_norm_a,gradient,1487.9266221662315,1527.1069945411577,39.18037237492622,5,0.07442798857703599,-0.04756613490423592,2.0,1.0,1.0,1.0
67
  Code-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
68
+ Code-Instruction_Tuned,grad_norm_ratio,gradient,0.5590018502745939,0.5737215954056709,0.014719745131077067,5,0.0911953141599701,-0.05828195412640413,2.0,1.0,1.0,1.0
69
+ Code-Instruction_Tuned,act_deviation_from_base,other,0.29014053430408243,0.24678958225995298,-0.04335095204412938,5,-0.5257349653054478,-0.5900637262201152,0.0,0.0625,0.0625,0.0888671875
70
+ Code-Instruction_Tuned,cka_to_base,other,0.9737666422128678,0.983200253546238,0.009433611333370218,5,0.6317918816246285,0.8040619007888237,5.0,0.0625,0.0625,0.0888671875
71
+ Code-Instruction_Tuned,qmd_raw_from_base,other,0.06490202158222438,0.05963919167922608,-0.005262829902998324,5,-0.25862306671884455,-0.27103230967800196,0.0,0.0625,0.0625,0.0888671875
72
+ Code-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.055239056183776156,-0.04099403102646176,0.0142450251573144,5,0.6372417386687086,0.6897441038699683,5.0,0.0625,0.0625,0.0888671875
73
+ Code-Instruction_Tuned,geo_cka_mean,representation,0.9896876396101477,0.9934545508432834,0.003766911233135617,5,0.5624698243998314,0.6743201525306561,5.0,0.0625,0.0625,0.0888671875
74
+ Code-Instruction_Tuned,geo_cka_peak_depth,representation,0.17435897435897435,0.17435897435897435,0.0,5,-4.4408920985006264e-17,0.0,2.0,,1.0,1.0
75
+ Code-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.00436498752170236,0.00242817556567644,-0.00193681195602592,5,-0.4062885614849109,-0.3908006924566428,0.0,0.0625,0.0625,0.0888671875
76
+ Code-Instruction_Tuned,geo_procrustes_mean,representation,0.004198640353438201,0.0024688665427442798,-0.00172977381069392,5,-0.4457132227450673,-0.5524672003988325,0.0,0.0625,0.0625,0.0888671875
77
  Code-Instruction_Tuned,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,5,0.0,0.0,0.0,,,
78
+ Code-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.13471602201461788,-0.08607503175735468,0.048640990257263206,5,0.3159554244302966,0.3965717564288619,5.0,0.0625,0.0625,0.0888671875
79
+ Code-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9901552379131318,0.9933711487054824,0.003215910792350796,5,0.34267194736578344,0.4234351533270735,5.0,0.0625,0.0625,0.0888671875
80
+ Code-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
81
+ Code-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.14191270069168374,-0.11435183690533393,0.02756086378634979,5,0.37230116426720017,0.37251168718140265,5.0,0.0625,0.0625,0.0888671875
82
+ Code-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.8071106870546114,0.8353119669517278,0.028201279897116606,5,0.3582680404186863,0.3859276534946549,5.0,0.0625,0.0625,0.0888671875
83
+ Code-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.10769230769230768,0.10769230769230768,5,1.2649110640673515,0.0,1.0,,1.0,1.0
84
+ Code-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.00803560923083296,0.00803456818977926,-1.041041053700259e-06,5,-9.398892434712153e-05,-0.026870366582437362,1.0,0.625,0.375,0.7154088050314465
85
+ Code-Instruction_Tuned,geo_svcca_mean,representation,0.9905682710814082,0.9910761660904823,0.0005078950090740442,5,0.11612014885009776,0.09756321797638583,3.0,0.3125,1.0,0.3842905405405405
86
+ Code-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6153846153846153,0.5794871794871794,-0.03589743589743592,5,-0.7389841117465414,-1.055691588209345,0.0,,0.125,0.17105263157894737
87
+ Code-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
88
  Code-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
89
  Code-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
90
  Code-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
91
+ Code-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
92
+ Code-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
93
+ Code-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5538461538461539,0.015384615384615396,5,0.3467437293922306,0.0,1.0,,1.0,1.0
94
+ Code-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
95
+ Code-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
96
+ Code-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
97
+ Code-Instruction_Tuned,spectral_overcounting,weight space,-1.0000210285186768,-1.0000209569931031,7.152557368605983e-08,5,0.0071761494558259,0.011960249078191367,3.0,,0.25,0.32269503546099293
98
+ Code-Instruction_Tuned,subspace_overlap,weight space,0.9982860565185547,0.998554265499115,0.0002682089805602805,5,0.555288443569042,0.6068955432403161,4.0,0.1875,0.375,0.25277777777777777
99
+ Code-Instruction_Tuned,weight_cosine,weight space,0.9979568839073181,0.9979568958282471,1.1920928955078126e-08,5,1.2390754842954744e-05,0.0,1.0,,1.0,1.0
100
+ Code-Math,beh_entropy_gap,behaviour,-0.8487195574856834,-0.7650611875315414,0.08365836995414186,5,0.1586970161133701,0.1709156182730818,5.0,0.0625,0.0625,0.0888671875
101
+ Code-Math,beh_js,behaviour,0.05932089412373158,0.05064618958203162,-0.00867470454169996,5,-0.17441775010639052,-0.20062602809199562,0.0,0.0625,0.0625,0.0888671875
102
+ Code-Math,beh_js_to_base,behaviour,0.05932089412574072,0.05064618958360474,-0.008674704542135979,5,-0.17441775011074206,-0.20062602809704028,0.0,0.0625,0.0625,0.0888671875
103
+ Code-Math,beh_kl_sym,behaviour,0.26808387823507396,0.2265663909103927,-0.041517487324681225,5,-0.15969578470833853,-0.18600564308296866,0.0,0.0625,0.0625,0.0888671875
104
+ Code-Math,beh_kl_to_base,behaviour,0.25441715897768064,0.21898163798982795,-0.03543552098785269,5,-0.16296392371498078,-0.18759318779542877,0.0,0.0625,0.0625,0.0888671875
105
+ Code-Math,beh_logit_cosine,behaviour,0.9678319167345762,0.9741528473794461,0.006320930644869893,5,0.11062221149080784,0.12769644998040078,5.0,0.0625,0.0625,0.0888671875
106
+ Code-Math,beh_logit_kl,behaviour,0.25441714456503767,0.21898162601839272,-0.03543551854664489,5,-0.16296404773182524,-0.18759333082247265,0.0,0.0625,0.0625,0.0888671875
107
+ Code-Math,beh_logit_l2,behaviour,146.3926574707031,130.74491119384766,-15.647746276855466,5,-0.20654079566082525,-0.21616266292236486,0.0,0.0625,0.0625,0.0888671875
108
+ Code-Math,beh_rank_corr,behaviour,0.9669009735636862,0.9717550715116751,0.004854097947989078,5,0.09055238668949249,0.10018581116438684,5.0,0.0625,0.0625,0.0888671875
109
+ Code-Math,beh_topk_overlap,behaviour,0.775625,0.784375,0.00874999999999999,5,0.13770217813598698,0.1475380480028437,5.0,0.0625,0.0625,0.0888671875
110
+ Code-Math,grad_cosine,gradient,0.5876556778540429,0.5917608889232799,0.00410521106923698,5,0.0266066244066391,0.0178466057271635,3.0,0.625,1.0,0.7154088050314465
111
+ Code-Math,grad_cosine_layer_late_minus_early,gradient,0.1983495146036148,0.14799186587333682,-0.050357648730277996,5,-0.34642371016943496,0.19925732786824452,3.0,0.8125,1.0,0.9016768292682927
112
+ Code-Math,grad_cosine_layer_mean,gradient,0.5469746536761522,0.5788521881401538,0.031877534464001614,5,0.22143980234539778,0.20392560602859677,5.0,0.0625,0.0625,0.0888671875
113
+ Code-Math,grad_cosine_layer_min,gradient,0.2266274720430374,0.2274605453014374,0.0008330732583999634,5,0.0055206785531308426,-0.10114209847523965,2.0,1.0,1.0,1.0
114
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  Code-Math,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
117
+ Code-Math,grad_norm_ratio,gradient,0.8574013604723248,0.9035415511295989,0.04614019065727413,5,0.2858588341660467,0.3130343315897571,4.0,0.1875,0.375,0.25277777777777777
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+ Code-Math,act_deviation_from_base,other,0.1923275407031178,0.16943953882902857,-0.02288800187408923,5,-0.27757228627727104,-0.2954531074726018,0.0,0.0625,0.0625,0.0888671875
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+ Code-Math,cka_to_base,other,0.9902538159489632,0.9923722693324087,0.0021184533834457397,5,0.14187797249254336,0.15566798010118926,5.0,0.0625,0.0625,0.0888671875
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+ Code-Math,geo_cka_late_minus_early,representation,-0.058691569904006424,-0.04398952980952162,0.0147020400944848,5,0.6576859983273515,0.8457693461331454,5.0,0.0625,0.0625,0.0888671875
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+ Code-Math,geo_cka_mean,representation,0.99417478830822,0.9954362104658543,0.0012614221576341845,5,0.18835376136749332,0.21670379720844876,5.0,0.0625,0.0625,0.0888671875
123
  Code-Math,geo_cka_peak_depth,representation,0.1794871794871795,0.1794871794871795,0.0,5,0.0,0.0,0.0,,,
124
+ Code-Math,geo_procrustes_late_minus_early,representation,0.0108585079421431,0.008293522161850638,-0.00256498578029246,5,-0.5380617254359457,-0.6629337791481338,0.0,0.0625,0.0625,0.0888671875
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+ Code-Math,geo_procrustes_mean,representation,0.0023172051776681403,0.0018304487768952,-0.00048675640077294,5,-0.1254231985355721,-0.1368960745045779,0.0,0.0625,0.0625,0.0888671875
126
  Code-Math,geo_procrustes_peak_depth,representation,1.0,1.0,0.0,5,0.0,0.0,0.0,,,
127
+ Code-Math,geo_rowwise_cosine_late_minus_early,representation,-0.06846257448196405,-0.054540717601776076,0.013921856880187983,5,0.09043167452333715,0.10138592107592853,5.0,0.0625,0.0625,0.0888671875
128
+ Code-Math,geo_rowwise_cosine_mean,representation,0.9922253370285035,0.9937962743639946,0.001570937335491207,5,0.1673915076322387,0.18603966221302148,5.0,0.0625,0.0625,0.0888671875
129
+ Code-Math,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
130
+ Code-Math,geo_subspace_overlap_late_minus_early,representation,-0.1749953027584557,-0.14576759024866462,0.029227712509791115,5,0.39481750211514005,0.37448688859700024,5.0,0.0625,0.0625,0.0888671875
131
+ Code-Math,geo_subspace_overlap_mean,representation,0.807064705124249,0.8288022057760343,0.021737500651785147,5,0.276152422532824,0.28236193132741433,5.0,0.0625,0.0625,0.0888671875
132
  Code-Math,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,5,0.0,0.0,0.0,,,
133
+ Code-Math,geo_svcca_late_minus_early,representation,0.00575740348169158,0.0054772748334523,-0.00028012864823927995,5,-0.02529102020831921,-0.026556152280056495,1.0,0.3125,0.375,0.3842905405405405
134
+ Code-Math,geo_svcca_mean,representation,0.9902774457520932,0.9912311413409194,0.0009536955888259646,5,0.21804363451818792,0.18813965998807902,5.0,0.0625,0.0625,0.0888671875
135
  Code-Math,geo_svcca_peak_depth,representation,0.5641025641025641,0.5641025641025641,0.0,5,0.0,0.0,0.0,,,
136
+ Code-Math,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
137
  Code-Math,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
138
  Code-Math,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
139
  Code-Math,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
140
+ Code-Math,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
141
+ Code-Math,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
142
  Code-Math,ret_procrustes_p_at_5,retrieval,0.5692307692307692,0.5692307692307692,0.0,5,0.0,0.0,2.0,,1.0,1.0
143
+ Code-Math,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
144
+ Code-Math,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
145
+ Code-Math,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
146
+ Code-Math,spectral_overcounting,weight space,-0.9999979734420776,-0.9999979972839356,-2.384185791015625e-08,5,-0.0023920498200938134,0.0,0.0,,0.5,0.5833333333333334
147
+ Code-Math,subspace_overlap,weight space,0.9988187074661254,0.9985008955001831,-0.0003178119659424716,5,-0.6579843506625193,-0.36366839486180197,1.0,0.4375,0.375,0.5238486842105263
148
+ Code-Math,weight_cosine,weight space,0.9997980713844299,0.9997980952262878,2.384185791015625e-08,5,2.4781509685909487e-05,0.0,1.0,,1.0,1.0
149
+ Code-Math-Instruction_Tuned,beh_entropy_gap,behaviour,-1.424852769018218,-1.3967413521051582,0.028111416913059982,5,0.053326379479626394,-0.0428668415104224,2.0,1.0,1.0,1.0
150
+ Code-Math-Instruction_Tuned,beh_js,behaviour,0.12113742600072057,0.10746916728114393,-0.013668258719576656,5,-0.27482053391912187,-0.2911923025038854,0.0,0.0625,0.0625,0.0888671875
151
+ Code-Math-Instruction_Tuned,beh_js_to_base,behaviour,0.12113742600657493,0.10746916728598466,-0.01366825872059028,5,-0.2748205339325454,-0.2911923025185968,0.0,0.0625,0.0625,0.0888671875
152
+ Code-Math-Instruction_Tuned,beh_kl_sym,behaviour,0.601114682053595,0.5195111240963015,-0.08160355795729346,5,-0.31388566752774755,-0.37834493684801745,0.0,0.0625,0.0625,0.0888671875
153
+ Code-Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5253016705460712,0.45086890549425257,-0.07443276505181856,5,-0.3423078060559,-0.3661812320817214,0.0,0.0625,0.0625,0.0888671875
154
+ Code-Math-Instruction_Tuned,beh_logit_cosine,behaviour,0.8744707625359297,0.9142721001058817,0.03980133756995201,5,0.69656071702886,0.9724145436896253,5.0,0.0625,0.0625,0.0888671875
155
+ Code-Math-Instruction_Tuned,beh_logit_kl,behaviour,0.525301248672769,0.45086880446909083,-0.07443244420367798,5,-0.3423066145917336,-0.36618152894068506,0.0,0.0625,0.0625,0.0888671875
156
+ Code-Math-Instruction_Tuned,beh_logit_l2,behaviour,278.2101745605469,233.0278778076172,-45.1822967529297,5,-0.5963790156117584,-0.7306200687012366,0.0,0.0625,0.0625,0.0888671875
157
+ Code-Math-Instruction_Tuned,beh_rank_corr,behaviour,0.8797889250747118,0.9174500415929805,0.037661116518268624,5,0.7025618400496205,1.0128461690126682,5.0,0.0625,0.0625,0.0888671875
158
+ Code-Math-Instruction_Tuned,beh_topk_overlap,behaviour,0.725,0.7506250000000001,0.02562500000000003,5,0.4032706645411057,0.4426141440085311,5.0,0.0625,0.0625,0.0888671875
159
+ Code-Math-Instruction_Tuned,grad_cosine,gradient,0.30494075712724106,0.36297337319947526,0.05803261607223416,5,0.37612000774800813,0.39700845845209376,5.0,0.0625,0.0625,0.0888671875
160
+ Code-Math-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.1294328168034553,0.15867451876401897,0.029241701960563665,5,0.20116147477625462,0.170814649819265,5.0,0.0625,0.0625,0.0888671875
161
+ Code-Math-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.32570272214710705,0.3896026486065239,0.06389992645941678,5,0.44388586893499815,0.41465599587396434,5.0,0.0625,0.0625,0.0888671875
162
+ Code-Math-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.08232503086328502,-0.06403621621429914,0.01828881464898588,5,0.12119782477325285,-0.13367465794030614,2.0,0.8125,1.0,0.9016768292682927
163
+ Code-Math-Instruction_Tuned,grad_l2,gradient,2621.4697893461207,2504.023035792289,-117.44675355383143,5,-0.5951459127825789,-0.5815415721789551,0.0,0.0625,0.0625,0.0888671875
164
+ Code-Math-Instruction_Tuned,grad_norm_a,gradient,1425.1218919436128,1395.171315122766,-29.950576820846937,5,-0.05689484439214274,-0.21712646002678898,2.0,1.0,1.0,1.0
165
  Code-Math-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
166
+ Code-Math-Instruction_Tuned,grad_norm_ratio,gradient,0.5354066273130422,0.524154440807185,-0.011252186505857364,5,-0.06971225889107185,-0.2660412583109171,2.0,1.0,1.0,1.0
167
+ Code-Math-Instruction_Tuned,act_deviation_from_base,other,0.34054103039205075,0.2870888278074562,-0.05345220258459451,5,-0.6482370177869512,-0.7525949840811219,0.0,0.0625,0.0625,0.0888671875
168
+ Code-Math-Instruction_Tuned,cka_to_base,other,0.9637338295578957,0.9776740205287933,0.013940190970897692,5,0.9336084742600528,1.1128547417209058,5.0,0.0625,0.0625,0.0888671875
169
+ Code-Math-Instruction_Tuned,qmd_raw_from_base,other,0.06741627142434369,0.06192478721447022,-0.005491484209873472,5,-0.2698594697857254,-0.29428904562512653,0.0,0.0625,0.0625,0.0888671875
170
+ Code-Math-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.07101896896308942,-0.06046421238388644,0.01055475657920298,5,0.47216002495458775,0.4397413456912363,5.0,0.0625,0.0625,0.0888671875
171
+ Code-Math-Instruction_Tuned,geo_cka_mean,representation,0.9832672442942231,0.9881078073431604,0.004840563048937252,5,0.7227859855528553,0.9350625853131408,5.0,0.0625,0.0625,0.0888671875
172
+ Code-Math-Instruction_Tuned,geo_cka_peak_depth,representation,0.1794871794871795,0.15897435897435896,-0.020512820512820534,5,-0.6961754047470784,-0.8702192559338486,0.0,,0.25,0.32269503546099293
173
+ Code-Math-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.01117601704919982,0.008868082567392941,-0.00230793448180688,5,-0.4841396077184231,-0.5016359296832451,0.0,0.0625,0.0625,0.0888671875
174
+ Code-Math-Instruction_Tuned,geo_procrustes_mean,representation,0.00868187860871738,0.00561531893171016,-0.00306655967700722,5,-0.7901646954815726,-1.0835151851285967,0.0,0.0625,0.0625,0.0888671875
175
+ Code-Math-Instruction_Tuned,geo_procrustes_peak_depth,representation,0.8,1.0,0.2,5,1.6779193563925863,2.79653226065431,3.0,,0.25,0.32269503546099293
176
+ Code-Math-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.3257211923599243,-0.22077776193618776,0.10494343042373655,5,0.6816770366995526,0.9864939208876864,5.0,0.0625,0.0625,0.0888671875
177
+ Code-Math-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.977982430756092,0.9848999381065369,0.0069175073504448735,5,0.7370962280210838,1.051193597268546,5.0,0.0625,0.0625,0.0888671875
178
+ Code-Math-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
179
+ Code-Math-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.23184595851880294,-0.1772549098766906,0.05459104864211237,5,0.7374337439341041,0.8138479457673111,5.0,0.0625,0.0625,0.0888671875
180
+ Code-Math-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.7244023413664161,0.766010047209051,0.041607705842635,5,0.5285827910272285,0.6577774350547523,5.0,0.0625,0.0625,0.0888671875
181
+ Code-Math-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,5,0.0,0.0,0.0,,,
182
+ Code-Math-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.01109187301935464,0.021408721757672784,0.010316848738318141,5,0.931442148337864,1.0840618710065606,4.0,0.125,0.375,0.17105263157894737
183
+ Code-Math-Instruction_Tuned,geo_svcca_mean,representation,0.984508313576906,0.9881523743651227,0.0036440607882166852,5,0.8331424282313368,1.142192819743699,5.0,0.0625,0.0625,0.0888671875
184
+ Code-Math-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6564102564102564,0.6153846153846153,-0.04102564102564101,5,-0.8445532705674751,-1.0556915882093425,0.0,0.0625,0.0625,0.0888671875
185
+ Code-Math-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
186
  Code-Math-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
187
  Code-Math-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
188
  Code-Math-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
189
+ Code-Math-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
190
+ Code-Math-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
191
+ Code-Math-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5384615384615384,0.5846153846153845,0.04615384615384618,5,1.0402311881766915,0.0,2.0,,0.5,0.5833333333333334
192
+ Code-Math-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
193
+ Code-Math-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
194
+ Code-Math-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
195
+ Code-Math-Instruction_Tuned,spectral_overcounting,weight space,-1.0000165700912476,-1.0000166177749634,-4.768371577590358e-08,5,-0.004784099635732087,0.0,0.0,,0.5,0.5833333333333334
196
+ Code-Math-Instruction_Tuned,subspace_overlap,weight space,0.9984769344329834,0.9987883806228638,0.0003114461898803711,5,0.6448049191824522,0.5530918716560039,3.0,0.3125,1.0,0.3842905405405405
197
+ Code-Math-Instruction_Tuned,weight_cosine,weight space,0.9978304266929626,0.9978304266929626,0.0,5,0.0,0.0,0.0,,,
198
+ Math-Instruction_Tuned,beh_entropy_gap,behaviour,-1.4299061347585909,-1.4045253290190551,0.025380805739535585,5,0.048146505121069216,-0.08360610251526844,2.0,1.0,1.0,1.0
199
+ Math-Instruction_Tuned,beh_js,behaviour,0.12281834840353041,0.10852165823473174,-0.014296690168798646,5,-0.28745607659870204,-0.28046686341596566,0.0,0.0625,0.0625,0.0888671875
200
+ Math-Instruction_Tuned,beh_js_to_base,behaviour,0.122818348409463,0.10852165823966838,-0.014296690169794596,5,-0.2874560766114504,-0.2804668634303113,0.0,0.0625,0.0625,0.0888671875
201
+ Math-Instruction_Tuned,beh_kl_sym,behaviour,0.6058094403280594,0.5198008515236175,-0.0860085888044417,5,-0.33082948814719965,-0.3640689687801648,0.0,0.0625,0.0625,0.0888671875
202
+ Math-Instruction_Tuned,beh_kl_to_base,behaviour,0.5402923311013552,0.45799824939797984,-0.08229408170337532,5,-0.3784611056657115,-0.44202447669781614,0.0,0.0625,0.0625,0.0888671875
203
+ Math-Instruction_Tuned,beh_logit_cosine,behaviour,0.8728418722748756,0.9131221089512109,0.04028023667633536,5,0.7049419003079542,0.9243823479693104,5.0,0.0625,0.0625,0.0888671875
204
+ Math-Instruction_Tuned,beh_logit_kl,behaviour,0.5402918877863788,0.45799813283516444,-0.08229375495121444,5,-0.3784599170532137,-0.4420224663744667,0.0,0.0625,0.0625,0.0888671875
205
+ Math-Instruction_Tuned,beh_logit_l2,behaviour,282.2741302490234,236.59283447265625,-45.6812957763672,5,-0.6029655011996029,-0.6942464042547887,0.0,0.0625,0.0625,0.0888671875
206
+ Math-Instruction_Tuned,beh_rank_corr,behaviour,0.8784899369577923,0.915419551536252,0.03692961457845967,5,0.6889157935076188,0.9360545498083919,5.0,0.0625,0.0625,0.0888671875
207
+ Math-Instruction_Tuned,beh_topk_overlap,behaviour,0.719375,0.741875,0.022500000000000055,5,0.35409131520682485,0.3442554453399692,5.0,0.0625,0.0625,0.0888671875
208
+ Math-Instruction_Tuned,grad_cosine,gradient,0.2663357330436481,0.3457715442713327,0.07943581122768464,5,0.5148380334472112,0.49572355699168047,5.0,0.0625,0.0625,0.0888671875
209
+ Math-Instruction_Tuned,grad_cosine_layer_late_minus_early,gradient,0.12127400562167164,0.13477129936218257,0.01349729374051096,5,0.09285148716689669,0.025110108307310353,4.0,0.3125,0.375,0.3842905405405405
210
+ Math-Instruction_Tuned,grad_cosine_layer_mean,gradient,0.2937802403979003,0.36663378787226975,0.07285354747436942,5,0.5060829020859059,0.444854588179952,5.0,0.0625,0.0625,0.0888671875
211
+ Math-Instruction_Tuned,grad_cosine_layer_min,gradient,-0.09010249674320216,-0.07998894266784186,0.010113554075360298,5,0.06702133397848738,-0.1285355524750961,2.0,0.8125,1.0,0.9016768292682927
212
+ Math-Instruction_Tuned,grad_l2,gradient,2670.945922651768,2521.680414610902,-149.26550804086583,5,-0.7563832489351805,-0.78771747747715,0.0,0.0625,0.0625,0.0888671875
213
+ Math-Instruction_Tuned,grad_norm_a,gradient,1434.2869531496542,1332.7552800089095,-101.53167314074457,5,-0.19287203644758416,-0.2865750876387086,1.0,0.3125,0.375,0.3842905405405405
214
  Math-Instruction_Tuned,grad_norm_b,gradient,2661.756166702006,2661.756166702006,0.0,0,,,,,,
215
+ Math-Instruction_Tuned,grad_norm_ratio,gradient,0.5388498657736849,0.5007052474157437,-0.03814461835794118,5,-0.23632273681970162,-0.35113544846886385,1.0,0.3125,0.375,0.3842905405405405
216
+ Math-Instruction_Tuned,act_deviation_from_base,other,0.3406754306703806,0.2917846224270761,-0.048890808243304495,5,-0.5929190978178251,-0.6552347513245169,0.0,0.0625,0.0625,0.0888671875
217
+ Math-Instruction_Tuned,cka_to_base,other,0.9687317037582398,0.9781474018096924,0.009415698051452637,5,0.6305921855921296,0.7110382045334173,5.0,0.0625,0.0625,0.0888671875
218
+ Math-Instruction_Tuned,qmd_raw_from_base,other,0.06886231224556602,0.06323308267899282,-0.005629229566573214,5,-0.27662847566898086,-0.29392234507751674,0.0,0.0625,0.0625,0.0888671875
219
+ Math-Instruction_Tuned,geo_cka_late_minus_early,representation,-0.07347604242564833,-0.06346637592994904,0.010009666495699284,5,0.4477757821254616,0.20886069382055236,5.0,0.0625,0.0625,0.0888671875
220
+ Math-Instruction_Tuned,geo_cka_mean,representation,0.9825143903774565,0.9877745167383312,0.005260126360874695,5,0.7854345821840064,0.9292547622717786,5.0,0.0625,0.0625,0.0888671875
221
+ Math-Instruction_Tuned,geo_cka_peak_depth,representation,0.16923076923076924,0.1692307692307692,-3.3306690738754695e-17,5,-1.1102230246251565e-15,-0.8702192559338486,2.0,1.0,1.0,1.0
222
+ Math-Instruction_Tuned,geo_procrustes_late_minus_early,representation,0.01152432332840556,0.0093874501776062,-0.00213687315079936,5,-0.44825576164627023,-0.3790879337201145,0.0,0.0625,0.0625,0.0888671875
223
+ Math-Instruction_Tuned,geo_procrustes_mean,representation,0.00903851952908662,0.00572269476769652,-0.0033158247613901,5,-0.8543931763333813,-1.0968432316301497,0.0,0.0625,0.0625,0.0888671875
224
+ Math-Instruction_Tuned,geo_procrustes_peak_depth,representation,0.8051282051282052,1.0,0.19487179487179487,5,1.6348957831517503,2.581414394450132,3.0,,0.25,0.32269503546099293
225
+ Math-Instruction_Tuned,geo_rowwise_cosine_late_minus_early,representation,-0.3310884594917297,-0.22081896066665646,0.11026949882507328,5,0.7162733759884684,0.9551349557893539,5.0,0.0625,0.0625,0.0888671875
226
+ Math-Instruction_Tuned,geo_rowwise_cosine_mean,representation,0.9773937767744064,0.9846236377954483,0.007229861021041883,5,0.7703791290346674,1.0122651292043545,5.0,0.0625,0.0625,0.0888671875
227
+ Math-Instruction_Tuned,geo_rowwise_cosine_peak_depth,representation,0.0769230769230769,0.0769230769230769,0.0,0,,,,,,
228
+ Math-Instruction_Tuned,geo_subspace_overlap_late_minus_early,representation,-0.24585297691156427,-0.1938523499976018,0.052000626913962456,5,0.702441479801551,0.7483208484919517,5.0,0.0625,0.0625,0.0888671875
229
+ Math-Instruction_Tuned,geo_subspace_overlap_mean,representation,0.7141253192604984,0.7564017219754036,0.04227640271490514,5,0.5370778919211003,0.6356175549498642,5.0,0.0625,0.0625,0.0888671875
230
  Math-Instruction_Tuned,geo_subspace_overlap_peak_depth,representation,0.0,0.0,0.0,5,0.0,0.0,0.0,,,
231
+ Math-Instruction_Tuned,geo_svcca_late_minus_early,representation,0.01995284539713438,0.028709911758290525,0.00875706636115614,5,0.7906193946875899,0.7218768372920027,3.0,0.4375,1.0,0.5238486842105263
232
+ Math-Instruction_Tuned,geo_svcca_mean,representation,0.9836417402178963,0.9875452334554342,0.0039034932375380917,5,0.8924565268019634,0.9593895049795241,5.0,0.0625,0.0625,0.0888671875
233
+ Math-Instruction_Tuned,geo_svcca_peak_depth,representation,0.6564102564102564,0.6153846153846154,-0.04102564102564099,5,-0.8445532705674745,-1.0556915882093425,0.0,0.0625,0.0625,0.0888671875
234
+ Math-Instruction_Tuned,ret_gain_over_identity,retrieval,-0.8461538461538461,-0.8461538461538461,0.0,0,,,,,,
235
  Math-Instruction_Tuned,ret_identity_p_at_1,retrieval,1.0,1.0,0.0,0,,,,,,
236
  Math-Instruction_Tuned,ret_identity_p_at_10,retrieval,1.0,1.0,0.0,0,,,,,,
237
  Math-Instruction_Tuned,ret_identity_p_at_5,retrieval,1.0,1.0,0.0,0,,,,,,
238
+ Math-Instruction_Tuned,ret_procrustes_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
239
+ Math-Instruction_Tuned,ret_procrustes_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
240
+ Math-Instruction_Tuned,ret_procrustes_p_at_5,retrieval,0.5076923076923077,0.5846153846153845,0.07692307692307696,5,1.7337186469611523,1.733718646961153,4.0,,0.125,0.17105263157894737
241
+ Math-Instruction_Tuned,ret_ridge_p_at_1,retrieval,0.1538461538461538,0.1538461538461538,0.0,0,,,,,,
242
+ Math-Instruction_Tuned,ret_ridge_p_at_10,retrieval,0.8461538461538461,0.8461538461538461,0.0,0,,,,,,
243
+ Math-Instruction_Tuned,ret_ridge_p_at_5,retrieval,0.5384615384615384,0.5384615384615384,0.0,0,,,,,,
244
+ Math-Instruction_Tuned,spectral_overcounting,weight space,-1.0000172138214112,-1.0000171661376953,4.76837158203125e-08,5,0.004784099640187627,0.0,1.0,,1.0,1.0
245
+ Math-Instruction_Tuned,subspace_overlap,weight space,0.9983385443687439,0.9985898494720459,0.00025130510330202417,5,0.520291376455886,0.6134358978134365,3.0,0.625,1.0,0.7154088050314465
246
+ Math-Instruction_Tuned,weight_cosine,weight space,0.9977971315383911,0.997797155380249,2.384185793236071e-08,5,2.478150970898907e-05,0.0,1.0,,1.0,1.0
tables/T5_coverage.csv CHANGED
@@ -1,21 +1,21 @@
1
  operator,operator_label,combo,repo_baseline,repo_with_aim,mech_status,panel_status,mech_seconds,panel_seconds,weight_mechanism,activation_mechanism,property_panel_both_arms,published_benchmarks,note
2
- TaskArithmetic,Task Arithmetic,Code-Math,ahn1376/TaskArithmetic___Code-Math,ahn1376/TaskArithmetic___Code-Math___AIM,ok,ok,,743.0,True,True,True,True,
3
- TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned___AIM,ok,ok,171.0,674.0,True,True,True,True,
4
- TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned___AIM,ok,ok,197.0,730.0,True,True,True,True,
5
- TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned___AIM,ok,ok,186.0,1699.0,True,True,True,True,
6
- Ties,TIES,Code-Math,ahn1376/Ties___Code-Math,ahn1376/Ties___Code-Math___AIM,ok,ok,,738.0,True,True,True,True,
7
- Ties,TIES,Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned___AIM,ok,ok,167.0,709.0,True,True,True,True,
8
- Ties,TIES,Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned___AIM,ok,ok,196.0,942.0,True,True,True,True,
9
- Ties,TIES,Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned___AIM,ok,ok,196.0,1380.0,True,True,True,True,
10
- DARETaskArithmetic,DARE Linear,Code-Math,ahn1376/DARETaskArithmetic___Code-Math,ahn1376/DARETaskArithmetic___Code-Math___AIM,ok,ok,136.0,804.0,True,True,True,True,
11
- DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Instruction_Tuned___AIM,ok,ok,157.0,813.0,True,True,True,True,
12
- DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Math-Instruction_Tuned___AIM,ok,ok,196.0,869.0,True,True,True,True,
13
- DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Math-Instruction_Tuned___AIM,ok,ok,198.0,1436.0,True,True,True,True,
14
- DARETies,DARE TIES,Code-Math,ahn1376/DARETies___Code-Math,ahn1376/DARETies___Code-Math___AIM,ok,ok,,747.0,True,True,True,True,
15
- DARETies,DARE TIES,Code-Instruction_Tuned,ahn1376/DARETies___Code-Instruction_Tuned,ahn1376/DARETies___Code-Instruction_Tuned___AIM,ok,ok,188.0,738.0,True,True,True,True,
16
- DARETies,DARE TIES,Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned___AIM,ok,ok,189.0,801.0,True,True,True,True,
17
- DARETies,DARE TIES,Code-Math-Instruction_Tuned,ahn1376/DARETies___Code-Math-Instruction_Tuned,ahn1376/DARETies___Code-Math-Instruction_Tuned___AIM,ok,not-run,174.0,,True,True,False,True,
18
- WIDEN,WIDEN,Code-Math,ahn1376/WIDEN___Code-Math,ahn1376/WIDEN___Code-Math___AIM,ok,ok,161.0,673.0,True,True,True,True,
19
- WIDEN,WIDEN,Code-Instruction_Tuned,ahn1376/WIDEN___Code-Instruction_Tuned,ahn1376/WIDEN___Code-Instruction_Tuned___AIM,ok,ok,158.0,913.0,True,True,True,True,
20
- WIDEN,WIDEN,Math-Instruction_Tuned,ahn1376/WIDEN___Math-Instruction_Tuned,ahn1376/WIDEN___Math-Instruction_Tuned___AIM,ok,ok,197.0,1657.0,True,True,True,True,
21
- WIDEN,WIDEN,Code-Math-Instruction_Tuned,ahn1376/WIDEN___Code-Math-Instruction_Tuned,ahn1376/WIDEN___Code-Math-Instruction_Tuned___AIM,ok,not-run,193.0,,True,True,False,True,
 
1
  operator,operator_label,combo,repo_baseline,repo_with_aim,mech_status,panel_status,mech_seconds,panel_seconds,weight_mechanism,activation_mechanism,property_panel_both_arms,published_benchmarks,note
2
+ TaskArithmetic,Task Arithmetic,Code-Math,ahn1376/TaskArithmetic___Code-Math,ahn1376/TaskArithmetic___Code-Math___AIM,ok,ok,,743,True,True,True,True,
3
+ TaskArithmetic,Task Arithmetic,Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Instruction_Tuned___AIM,ok,ok,171.0,674,True,True,True,True,
4
+ TaskArithmetic,Task Arithmetic,Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned,ahn1376/TaskArithmetic___Math-Instruction_Tuned___AIM,ok,ok,197.0,730,True,True,True,True,
5
+ TaskArithmetic,Task Arithmetic,Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/TaskArithmetic___Code-Math-Instruction_Tuned___AIM,ok,ok,186.0,1699,True,True,True,True,
6
+ Ties,TIES,Code-Math,ahn1376/Ties___Code-Math,ahn1376/Ties___Code-Math___AIM,ok,ok,,738,True,True,True,True,
7
+ Ties,TIES,Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned,ahn1376/Ties___Code-Instruction_Tuned___AIM,ok,ok,167.0,709,True,True,True,True,
8
+ Ties,TIES,Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned,ahn1376/Ties___Math-Instruction_Tuned___AIM,ok,ok,196.0,942,True,True,True,True,
9
+ Ties,TIES,Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned,ahn1376/Ties___Code-Math-Instruction_Tuned___AIM,ok,ok,196.0,1380,True,True,True,True,
10
+ DARETaskArithmetic,DARE Linear,Code-Math,ahn1376/DARETaskArithmetic___Code-Math,ahn1376/DARETaskArithmetic___Code-Math___AIM,ok,ok,136.0,804,True,True,True,True,
11
+ DARETaskArithmetic,DARE Linear,Code-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Instruction_Tuned___AIM,ok,ok,157.0,813,True,True,True,True,
12
+ DARETaskArithmetic,DARE Linear,Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Math-Instruction_Tuned___AIM,ok,ok,196.0,869,True,True,True,True,
13
+ DARETaskArithmetic,DARE Linear,Code-Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Math-Instruction_Tuned,ahn1376/DARETaskArithmetic___Code-Math-Instruction_Tuned___AIM,ok,ok,198.0,1436,True,True,True,True,
14
+ DARETies,DARE TIES,Code-Math,ahn1376/DARETies___Code-Math,ahn1376/DARETies___Code-Math___AIM,ok,ok,,747,True,True,True,True,
15
+ DARETies,DARE TIES,Code-Instruction_Tuned,ahn1376/DARETies___Code-Instruction_Tuned,ahn1376/DARETies___Code-Instruction_Tuned___AIM,ok,ok,188.0,738,True,True,True,True,
16
+ DARETies,DARE TIES,Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned,ahn1376/DARETies___Math-Instruction_Tuned___AIM,ok,ok,189.0,801,True,True,True,True,
17
+ DARETies,DARE TIES,Code-Math-Instruction_Tuned,ahn1376/DARETies___Code-Math-Instruction_Tuned,ahn1376/DARETies___Code-Math-Instruction_Tuned___AIM,ok,ok,174.0,1161,True,True,True,True,
18
+ WIDEN,WIDEN,Code-Math,ahn1376/WIDEN___Code-Math,ahn1376/WIDEN___Code-Math___AIM,ok,ok,161.0,673,True,True,True,True,
19
+ WIDEN,WIDEN,Code-Instruction_Tuned,ahn1376/WIDEN___Code-Instruction_Tuned,ahn1376/WIDEN___Code-Instruction_Tuned___AIM,ok,ok,158.0,913,True,True,True,True,
20
+ WIDEN,WIDEN,Math-Instruction_Tuned,ahn1376/WIDEN___Math-Instruction_Tuned,ahn1376/WIDEN___Math-Instruction_Tuned___AIM,ok,ok,197.0,1657,True,True,True,True,
21
+ WIDEN,WIDEN,Code-Math-Instruction_Tuned,ahn1376/WIDEN___Code-Math-Instruction_Tuned,ahn1376/WIDEN___Code-Math-Instruction_Tuned___AIM,ok,ok,193.0,1391,True,True,True,True,