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Counterfactual Prediction on CausalVLBench
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87.7
Precision
BRIDGEVLM-7B
62.012
68.681
75.35
82.019
Jun 10, 2026
Precision
Average Score
F1 Score
Causality Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Average Score
F1 Score
Causality Score
BRIDGEVLM-7B
Model Size=7B
2026.06
87.7
90
83.7
98.5
QWEN2.5-VL-32B
Model Size=32B
2026.06
87.4
90.8
86.7
98.4
GEMINI-2.0-FLASH (CM)
Category=Commercial
2026.06
86.5
90.7
88.3
97.4
LLAVA-ONEVISION-7B
Model Size=7B
2026.06
83.5
88.5
85
96.9
DEEPSEEK-VL2-S-16B
Model Size=16B
2026.06
77.9
57
51.4
41.6
PHI-4-MMI-7B (CAUSAL-TRACE)
Model Size=7B, Setting...
2026.06
76.5
84.8
83.1
94.9
PHI-4-MMI-7B (ANSWER)
Model Size=7B, Setting...
2026.06
76.2
84.2
80.9
95.6
PHI-4-MMI-7B (NO-FT, CAUSAL-PROMPT)
Model Size=7B, Setting...
2026.06
63
76.8
73.3
94
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