ABC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ABC (test)
94.56CD Ratio (5 actions)
36
ABC All
0.025CD
22
ABC
1.87CD
21
AbC Artchive Object
20.1R@5
20
AbC Artchive, GPT
25.9R@5
20
AbC ImageNet-Unseen Media
0.639R@5
20
AbC ImageNet-Unseen GPT
84.5R@5
20
AbC BAM-FG Object
31.4R@5
20
AbC BAM-FG GPT
20.3R@5
20
AbC ImageNet-Seen Media
0.374R@5
20
AbC ImageNet-Seen GPT
49.1R@5
20
ABC multi
2.18Chamfer Distance (CD)
18
ABC real-scanned
0.687Execution Time
17
ABC (test)
95.1F1 Score
16
ABC-multi (100 random samples)
11.5Total Params
15
ABC sigma = 0.01 (test)
0.865NC
13
ABC-6K (test)
0.855Accuracy
12
ABC
1.406Chamfer Distance
12
ABC
1.87CD
12
ABC
0.402W2
11
ABC dataset 6000 models (test)
0.197Hausdorff Distance
10
ABC
81Macro F1
10
ABC max
0.113CDL2
10
ABC var
0.096CDL2
10
ABC (sigma = 0.02) (test)
0.848NC
8