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Benchmarks
Visual perception on Relative Reflectance (RR)
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44.78
Accuracy
Unsilencing Latent Reasoning
26.9232
31.5591
36.195
40.8309
May 4, 2026
Accuracy
Updated 29d ago
Evaluation Results
Method
Method
Links
Accuracy
Unsilencing Latent Reasoning
Backbone=Qwen2.5VL-7B
2026.05
44.78
CCoT
Backbone=Qwen2.5VL-7B
2026.05
43.28
LVRRF
Backbone=Qwen2.5VL-7B
2026.05
42.54
Monet
Backbone=Qwen2.5VL-7B
2026.05
40.36
LVR
Backbone=Qwen2.5VL-7B
2026.05
40.3
Vanilla
Backbone=Qwen2.5VL-7B
2026.05
38.9
CoVT
Backbone=Qwen2.5VL-7B
2026.05
38.81
Unsilencing Latent Reasoning
Backbone=Qwen2.5VL-3B
2026.05
38.06
ICoT
Backbone=Qwen2.5VL-7B
2026.05
37.31
LVRRF
Backbone=Qwen2.5VL-3B
2026.05
37.31
MCoT
Backbone=Qwen2.5VL-3B
2026.05
36.57
MCoT
Backbone=Qwen2.5VL-7B
2026.05
35.82
ICoT
Backbone=Qwen2.5VL-3B
2026.05
35.82
LVR
Backbone=Qwen2.5VL-3B
2026.05
35.82
DMLR
Backbone=Qwen2.5VL-7B
2026.05
34.33
DMLR
Backbone=Qwen2.5VL-3B
2026.05
33.58
Vanilla
Backbone=Qwen2.5VL-3B
2026.05
32.84
CCoT
Backbone=Qwen2.5VL-3B
2026.05
27.61
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