model_id
stringlengths
19
121
model_role
stringclasses
5 values
provenance_family
stringclasses
35 values
parents
stringclasses
328 values
rung
stringclasses
108 values
operator
stringclasses
52 values
experiment
stringclasses
17 values
benchmark
stringclasses
84 values
metric
stringclasses
13 values
value
float64
-5.09
348
chance
float64
0
50
n
float64
273
67k
source_dataset
stringclasses
7 values
notes
stringclasses
92 values
metric_kind
stringclasses
6 values
unit
stringclasses
7 values
mergebench:gemma-2-2b|Model soup
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Math
benchmark_score_pct
25.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|RegMean
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Math
benchmark_score_pct
27.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|TIES
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Math
benchmark_score_pct
26.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|Task arithmetic
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Math
benchmark_score_pct
28.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Consensus TA
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Math
benchmark_score_pct
63.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|DARE
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Math
benchmark_score_pct
62.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Dataless L&S
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Math
benchmark_score_pct
70.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Fisher Merging
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Math
benchmark_score_pct
55.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|L&S
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Math
benchmark_score_pct
67.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Model soup
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Math
benchmark_score_pct
64.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|RegMean
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Math
benchmark_score_pct
52.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|TIES
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Math
benchmark_score_pct
66.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Task arithmetic
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Math
benchmark_score_pct
64.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Consensus TA
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Math
benchmark_score_pct
59
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|DARE
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Math
benchmark_score_pct
62.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Dataless L&S
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Math
benchmark_score_pct
67.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Fisher Merging
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Math
benchmark_score_pct
48.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|L&S
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Math
benchmark_score_pct
66.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Model soup
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Math
benchmark_score_pct
60.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|RegMean
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Math
benchmark_score_pct
59.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|TIES
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Math
benchmark_score_pct
65.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Task arithmetic
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Math
benchmark_score_pct
64.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Consensus TA
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
54.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|DARE
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
51.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Dataless L&S
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
54.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Fisher Merging
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
54.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|L&S
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
52.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Model soup
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
53.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|RegMean
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
50.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|TIES
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
53.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Task arithmetic
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
54.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|Consensus TA
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|DARE
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
52.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|Dataless L&S
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
52
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|Fisher Merging
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
52.1
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|L&S
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
54.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|Model soup
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
54
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|RegMean
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
51.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|TIES
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
54.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B|Task arithmetic
merged
Llama-3.1-8B
Llama-3.1-8B: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49.1
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 16); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|Consensus TA
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
45.1
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|DARE
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
43.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|Dataless L&S
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
44.1
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|Fisher Merging
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
44.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|L&S
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
44.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|Model soup
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
45
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|RegMean
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|TIES
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
44.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B-Instruct|Task arithmetic
merged
Llama-3.2-3B-Instruct
Llama-3.2-3B-Instruct: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
45.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 13); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|Consensus TA
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
46.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|DARE
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|Dataless L&S
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
46.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|Fisher Merging
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|L&S
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|Model soup
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
46.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|RegMean
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|TIES
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.2-3B|Task arithmetic
merged
Llama-3.2-3B
Llama-3.2-3B: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 12); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|Consensus TA
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|DARE
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|Dataless L&S
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|Fisher Merging
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|L&S
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|Model soup
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|RegMean
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|TIES
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b-it|Task arithmetic
merged
gemma-2-2b-it
gemma-2-2b-it: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 11); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|Consensus TA
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|DARE
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|Dataless L&S
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|Fisher Merging
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
41.1
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|L&S
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|Model soup
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|RegMean
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|TIES
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
48.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-2b|Task arithmetic
merged
gemma-2-2b
gemma-2-2b: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
47.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 10); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Consensus TA
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
63.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|DARE
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
57.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Dataless L&S
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
63.3
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Fisher Merging
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
58.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|L&S
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
57.7
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Model soup
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
60.9
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|RegMean
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
49.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|TIES
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
60.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b-it|Task arithmetic
merged
gemma-2-9b-it
gemma-2-9b-it: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
63
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 15); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Consensus TA
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Multilingual
benchmark_score_pct
59.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|DARE
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Multilingual
benchmark_score_pct
56.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Dataless L&S
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
56.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Fisher Merging
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Multilingual
benchmark_score_pct
58.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|L&S
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Multilingual
benchmark_score_pct
55.1
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Model soup
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Multilingual
benchmark_score_pct
60
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|RegMean
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
RegMean
mergebench_published_outcomes
Multilingual
benchmark_score_pct
55.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|TIES
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
TIES
mergebench_published_outcomes
Multilingual
benchmark_score_pct
59.5
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:gemma-2-9b|Task arithmetic
merged
gemma-2-9b
gemma-2-9b: all 5 domain experts
5-expert merge
Task arithmetic
mergebench_published_outcomes
Multilingual
benchmark_score_pct
57.1
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 14); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Consensus TA
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Consensus TA
mergebench_published_outcomes
Safety
benchmark_score_pct
79.6
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|DARE
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
DARE
mergebench_published_outcomes
Safety
benchmark_score_pct
87.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Dataless L&S
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Dataless L&S
mergebench_published_outcomes
Safety
benchmark_score_pct
80.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Fisher Merging
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Fisher Merging
mergebench_published_outcomes
Safety
benchmark_score_pct
86.2
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|L&S
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
L&S
mergebench_published_outcomes
Safety
benchmark_score_pct
91.8
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100
mergebench:Llama-3.1-8B-Instruct|Model soup
merged
Llama-3.1-8B-Instruct
Llama-3.1-8B-Instruct: all 5 domain experts
5-expert merge
Model soup
mergebench_published_outcomes
Safety
benchmark_score_pct
81.4
null
null
Mergeability-2/mergebench-property-sweep
published by MergeBench (arXiv:2505.10833 Table 17); every released score is a 5-expert merge, so no pair-level outcome exists. Suite aggregate over heterogeneous tasks -- NOT a single-benchmark accuracy, so no chance level is defined.
benchmark_score
percent_0_100