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Benchmarks
Intervention Target Prediction on CausalVLBench
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47.4
Precision
GEMINI-2.0-FLASH (CM)
23.48
29.69
35.9
42.11
Jun 10, 2026
Precision
AVG Score
F1 Score
C Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
AVG Score
F1 Score
C Score
GEMINI-2.0-FLASH (CM)
Category=Commercial
2026.06
47.4
56.4
55.7
66.1
BRIDGEVLM-7B
Model Size=7B
2026.06
36
54.4
43.6
83.7
PHI-4-MMI-7B (ANSWER)
Model Size=7B, Setting...
2026.06
31.2
31
22.1
39.8
PHI-4-MMI-7B (CAUSAL-TRACE)
Model Size=7B, Setting...
2026.06
29.2
33.2
26.2
44.3
QWEN2.5-VL-32B
Model Size=32B
2026.06
27.4
32.2
37.3
32
LLAVA-ONEVISION-7B
Model Size=7B
2026.06
27.1
31.9
32.7
35.9
PHI-4-MMI-7B (NO-FT, CAUSAL-PROMPT)
Model Size=7B, Setting...
2026.06
26.4
25.4
23.7
26.3
DEEPSEEK-VL2-S-16B
Model Size=16B
2026.06
24.4
29
34.4
28.1
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