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Compositional Visual Reasoning on CVR 34 (test)
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99.3
Elementary Accuracy
PR-A2CL
70.7
78.125
85.55
92.975
Mar 1, 2026
Elementary Accuracy
Compositional Accuracy
Color & Position Accuracy
Size & Contact Accuracy
Contact & Rotation Accuracy
Color & Flip Accuracy
Count & Rotation Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Elementary Accuracy
Compositional Accuracy
Color & Position Accuracy
Size & Contact Accuracy
Contact & Rotation Accuracy
Color & Flip Accuracy
Count & Rotation Accuracy
PR-A2CL
Samples per task=1k
2026.03
99.3
89.1
98.3
95.4
94
88.5
83.5
Human
2026.03
97.6
74
57.5
60
30
45
45
PR-A2CL
Samples per task=20
2026.03
71.8
39.2
26.2
61.5
65.1
27.4
28.5
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