ObjectNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ObjectNet
91.6Accuracy
251
ObjectNet
83.8Average Accuracy
60
ObjectNet (test)
52R@1
43
ObjectNet
29.16Zero-shot Accuracy
18
ObjectNet
29.16Accuracy
18
ObjectNet (val)
87.6Top-1 Acc
12
ObjectNet (ON)
0.333AURC
11
ObjectNet-9 distribution-shifted (test)
31.38Test Accuracy
10
ObjectNet 313 (test)
24.4Exact Match (EM)
9
ObjectNet (test)
68.7Rejection Accuracy @ 90%
9
ObjectNet (OOD)
39.9Top-1 Acc
9
ObjectNet B100 Inc20
54.15Average Performance
7
ObjectNet B0 Inc20
61.02Average Performance
7
ObjectNet Inc-10 B-0 (test)
11.2Favg
7
ObjectNet Inc-5 B-0 (test)
11.55Favg
7
ObjectNet 20 steps (incremental)
68.12Average Accuracy
7
ObjectNet 1.0 (test)
72.3Top-1 Accuracy
7
ObjectNet-104 (test)
99.3AUC
6
ObjectNet-54 (test)
0.986AUC
6
ObjectNet
100ASR
6
ObjectNet
57.5ASR
6
ObjectNet Inc10 (test)
71Average Accuracy
6
ObjectNet 113 shared classes
69.2Accuracy
5
ObjectNet latest (test)
26.6Top-1 Acc
5
ObjectNet B-0
67.53Last Accuracy (Alast)
4