Caltech
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Caltech101 unseen prompts
94.93Accuracy
4
Caltech101
94.98Accuracy
4
Caltech-256 original (test)
65.7Acc (15/class)
4
Caltech-101 30 images/class
86.5Accuracy
4
Caltech101
2.7Color Robustness
3
Caltech101
4TP
3
Caltech101
10.21Robust Accuracy
3
Caltech101
14.1∆CA
3
Caltech 101
0.988Base Accuracy
3
Caltech (test)
-89.262Log Likelihood
3
Caltech-256
99.9AUROC
3
Caltech-101 15 images/class
83.8Accuracy
3
Caltech-101
4.78AECE
2
Caltech-256
53.65Deployment Accuracy
2
Caltech-101 (low-confidence set)
27.2Top-1 Accuracy
2
Caltech-256 (test)
60.53Best FID
2
DVS-Caltech101
300Generation Speed (ms/sample)
1
Caltech101
1.56Training Speed-up
1
Caltech-256
96.89Top-1 Acc
1
Caltech256 few-shot to high-shot
—Primary metric
0
Caltech256
—Primary metric
0
Caltech-256 (test)
—Primary metric
0