ABC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ABC
0.646Efficiency
4
abc in-distribution (test)
0.8macro F1 (Mean)
4
ABC (test)
3.15Chamfer Distance
4
ABC-6K
0.637Proper Binding
4
ABC (test)
78Precision (theta=0.03)
4
ABC (test)
86.3Precision (theta=0.05)
4
ABC (test)
97.6Precision (theta=0.08)
4
ABC subset
0.011Residual Error
4
ABC (test)
0.001CD
4
ABC
0.33CD
4
ABC σ = 0.02
0.812NC
3
ABC σ = 0.01
86.5NC
3
ABC (test)
50.7Mean Face Count
3
ABC (test)
1.414MMD
3
AbC LAION-100k
98Object Score
3
ABC 100 shapes
100Success Rate (%)
3
ABC
1.175Distortion 95th (Shape)
3
ABC
67.611-NNA
3
ABC 100 models (test)
4.129Chamfer Distance (CD)
3
ABC (unfiltered)
73.19Coverage (COV)
3
ABC filtered #vertices>=24
71.34COV
3
ABC 50 randomly selected samples
1.72CD
3
ABC Closed surfaces
0.003Residual Error
3
ABC Open surfaces
0.002Residual Error
3
ABC
81.46Valid Ratio
3