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Mathematical & Geometric Reasoning on Geo3k
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56.6
Accuracy@8
NoisyRollout-32B
36.32
41.585
46.85
52.115
Oct 10, 2025
Accuracy@8
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy@8
NoisyRollout-32B
Model Scale=32B, Promp...
2025.10
56.6
Qwen2.5-VL-32B + VPPO
Model Scale=32B, Algor...
2025.10
53.4
NoisyRollout-7B
Model Scale=7B, Traini...
2025.10
51.8
Qwen2.5-VL-32B + GRPO
Model Scale=32B, Algor...
2025.10
51.4
Qwen2.5-VL-32B + DAPO
Model Scale=32B, Algor...
2025.10
51.4
MM-Eureka-32B
Model Scale=32B, Promp...
2025.10
51
Qwen2.5-VL-32B
Model Scale=32B
2025.10
47
Qwen2.5-VL-7B + VPPO
Model Scale=7B, Algori...
2025.10
46.5
PAPO-D-7B
Model Scale=7B, Traini...
2025.10
44.1
Qwen2.5-VL-7B + DAPO
Model Scale=7B, Algori...
2025.10
41.5
R1-ShareVL-7B
Model Scale=7B, Traini...
2025.10
41.2
VL-Rethinker-7B
Model Scale=7B, Traini...
2025.10
40.7
MM-Eureka-7B
Model Scale=7B, Traini...
2025.10
40.3
Qwen2.5-VL-7B + GRPO
Model Scale=7B, Algori...
2025.10
40.2
ThinkLite-7B
Model Scale=7B, Traini...
2025.10
37.6
Qwen2.5-VL-7B
Model Scale=7B
2025.10
37.1
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