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Benchmarks
Reasoning on AMC23 (Acc, Len, Faith)
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95
Accuracy
GeoFaith
17
37.25
57.5
77.75
May 26, 2026
Accuracy
Output Length (k)
Faithfulness
Updated 7d ago
Evaluation Results
Method
Method
Links
Accuracy
Output Length (k)
Faithfulness
GeoFaith
Backbone=Qwen3-4B
2026.05
95
2.2
95.6
GRPO
Backbone=Qwen3-4B
2026.05
92.5
3.3
86.9
KnowRL
Backbone=Qwen3-4B
2026.05
92.5
2.9
89.6
TruthRL
Backbone=Qwen3-4B
2026.05
92.5
1.7
89.2
THS
Backbone=Qwen3-4B
2026.05
90
2.6
85.9
Original
Backbone=Qwen3-4B
2026.05
82.5
4.6
92.5
GeoFaith
Backbone=Qwen3-1.7B
2026.05
45
1.2
54.5
Original
Backbone=Qwen3-1.7B
2026.05
37.5
2.3
48.6
GRPO
Backbone=Qwen3-1.7B
2026.05
37.5
1
51.3
KnowRL
Backbone=Qwen3-1.7B
2026.05
32.5
1
42.6
THS
Backbone=Qwen3-1.7B
2026.05
25
0.4
33.3
TruthRL
Backbone=Qwen3-1.7B
2026.05
20
0.8
23.6
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