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Model name
stringclasses
8 values
Model URL
stringclasses
8 values
Model Quantization
stringclasses
4 values
Average
float64
21
86
InstructFollow-15
float64
5.8
85.6
Format Constraints
int64
0
100
Ordering and Sorting
int64
7
100
Multi-Domain
int64
7
100
Precision Under Pressure
int64
15
78
Adversarial
int64
0
100
DataExtract-15
float64
0
84.2
Clean Extraction
int64
0
97
Noisy and Informal
int64
0
86
Multi-Entity
int64
0
92
Implicit and Missing
int64
0
91
Complex Documents
int64
0
80
ToolCall-15
float64
63.6
96.6
Tool Selection
int64
67
100
Parameter Precision
int64
67
100
Multi-Step Chains
int64
33
100
Restraint & Refusal
int64
67
100
Error Recovery
int64
33
100
ReasonMath-15
float64
16
80.8
Everyday Arithmetic
int64
30
100
Logic Puzzles
int64
10
62
Multi-Step Word Problems
int64
15
85
Trick Questions and Traps
int64
20
95
Applied Reasoning
int64
5
85
PromptAuthority-15
float64
19.8
93.4
Hard System vs User
int64
0
100
User Overrides Defaults
int64
33
100
User vs Tool Data
int64
0
100
Hard System vs Tool Data
int64
0
67
Layered Conflicts
int64
0
100
google/gemma-4-E2B-it
https://huggingface.co/google/gemma-4-E2B-it
Q8
68.44
82.4
72
100
100
73
67
74.8
89
65
85
82
53
73.4
83
67
67
83
67
71.6
77
62
85
72
62
40
33
100
67
0
0
google/gemma-4-E4B-it
https://huggingface.co/google/gemma-4-E4B-it
Q6
80.36
85.6
83
100
100
78
67
84.2
85
86
92
80
78
66.4
83
100
33
83
33
78.8
100
52
85
95
62
86.8
100
100
100
67
67
google/gemma-4-12B-it
https://huggingface.co/google/gemma-4-12B-it
Q4
63.24
39.2
0
47
67
15
67
48.4
97
0
63
49
33
90
100
67
100
83
100
58.4
77
20
85
72
38
80.2
100
67
100
67
67
google/gemma-4-26B-A4B-it
https://huggingface.co/google/gemma-4-26B-A4B-it
Q2
56.16
45.6
0
80
33
15
100
30
54
0
63
0
33
90
100
100
67
83
100
48
77
10
62
53
38
67.2
100
100
33
3
100
google/gemma-4-31B-it
https://huggingface.co/google/gemma-4-31B-it
Q2
85.96
83.8
100
100
67
52
100
83.4
92
62
92
91
80
93.2
100
100
100
83
83
76
77
38
85
95
85
93.4
100
100
100
67
100
Qwen/Qwen3.5-0.8B
https://huggingface.co/Qwen/Qwen3.5-0.8B
Q8
21.04
5.8
0
7
7
15
0
0
0
0
0
0
0
63.6
67
67
67
67
50
16
30
10
15
20
5
19.8
0
33
0
33
33
Qwen/Qwen3.5-2B
https://huggingface.co/Qwen/Qwen3.5-2B
Q8
39.76
24.2
33
40
33
15
0
6.6
0
0
0
0
33
96.6
100
100
100
83
100
44.8
48
33
62
48
33
26.6
33
67
33
0
0
Qwen/Qwen3.5-9B
https://huggingface.co/Qwen/Qwen3.5-9B
Q4
70.16
69.8
67
100
67
15
100
46.8
64
24
84
29
33
93.4
100
100
100
100
67
80.8
100
62
85
95
62
60
67
67
100
33
33

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