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Bongard Problem Solving on Bongard OpenWorld
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95.6
Generative Score
LoRA (Lcombined)
57.536
67.418
77.3
87.182
Jul 10, 2025
Generative Score
LSC Score
Repr. Acc. Final
Updated 1mo ago
Evaluation Results
Method
Method
Links
Generative Score
LSC Score
Repr. Acc. Final
LoRA (Lcombined)
Model=Phi
2025.07
95.6
84.4
93.8
LoRA (Lcombined)
Model=Gemma3 4B¹
2025.07
95.6
89.8
96.6
LoRA (Lcombined)
Model=Pixtral
2025.07
95
74.4
96.2
LoRA (LNT)
Model=Pixtral
2025.07
93.4
76.6
87.2
LoRA (LNT)
Model=Gemma3 4B¹
2025.07
92.4
89.8
50
LoRA (LNT)
Model=Phi
2025.07
92.2
84.4
74.8
Human
2025.07
91
-
-
Direct baseline
Model=Gemma3 4B¹
2025.07
76
89.8
50
Direct baseline
Model=Pixtral
2025.07
72.4
76
87.2
Direct baseline
Model=Phi
2025.07
59
84
76.4
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