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Benchmarks
Visual Perception on Counting
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68.33
Accuracy
ICoT
51.8668
56.1409
60.415
64.6891
May 4, 2026
Accuracy
Updated 29d ago
Evaluation Results
Method
Method
Links
Accuracy
ICoT
Backbone=Qwen2.5VL-7B
2026.05
68.33
LVR
Backbone=Qwen2.5VL-7B
2026.05
68.33
LVRRF
Backbone=Qwen2.5VL-7B
2026.05
68.33
Unsilencing Latent Reasoning
Backbone=Qwen2.5VL-7B
2026.05
68.33
DMLR
Backbone=Qwen2.5VL-7B
2026.05
67.5
CoVT
Backbone=Qwen2.5VL-7B
2026.05
67.5
MCoT
Backbone=Qwen2.5VL-7B
2026.05
66.67
CCoT
Backbone=Qwen2.5VL-7B
2026.05
66.67
Vanilla
Backbone=Qwen2.5VL-7B
2026.05
65
Monet
Backbone=Qwen2.5VL-7B
2026.05
60.83
LVRRF
Backbone=Qwen2.5VL-3B
2026.05
60.83
LVR
Backbone=Qwen2.5VL-3B
2026.05
59.17
Unsilencing Latent Reasoning
Backbone=Qwen2.5VL-3B
2026.05
59.17
Vanilla
Backbone=Qwen2.5VL-3B
2026.05
55.83
MCoT
Backbone=Qwen2.5VL-3B
2026.05
55.83
ICoT
Backbone=Qwen2.5VL-3B
2026.05
55.83
CCoT
Backbone=Qwen2.5VL-3B
2026.05
54.17
DMLR
Backbone=Qwen2.5VL-3B
2026.05
52.5
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