ABC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ABC DreamCAD (test)
8.59Top-1 Retrieval
8
ABC dataset
0.37CLIP Score
8
ABC
0.003CD
8
ABC
0.004Residual Error
8
ABC dataset (test)
2.486Chamfer Distance (CD)
8
ABC 6000 models (test)
0.115Hausdorff Distance
7
ABC (test)
100Precision
7
ABC
97.6NCprim
7
ABC Hard (-75% incompleteness)
2.43Chamfer Distance
7
ABC Moderate (-50% incompleteness)
1.66CD
7
ABC Simple (-25% incompleteness)
1.48Chamfer Distance
7
ABC multi
71.2F1
6
ABC multi
0.487CD
6
ABC analytical (test)
3.3CD
6
ABC multi (test)
2.18CD
5
ABC (test)
0.002ECD
5
ABC-6K
33Concept Separation
5
ABC out-of-distribution set
66.2Success Rate (%)
4
ABC challenge 2026 (4-fold cross-val)
44.38Mean Macro F1
4
ABC Challenge 2026 (Fold 4 Day 1)
40.82Macro F1
4
ABC challenge dataset Fold 3 2026 (Day 2)
43.4Macro F1
4
ABC challenge Fold 2 2026 (Day 3)
42.07Macro F1
4
ABC challenge dataset Fold 1 2026 (Day 4)
51.14Macro F1
4
ABC v1 (test)
100Precision (Tol=0.01)
4
ABC v1 (test)
96.9Precision @ 0.01
4