Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Zero-shot Image Classification on ImageNet zero-shot (Loss and Uncertainty)
Loading...
0.942
Average Loss
Pre-trained
0.93996
0.95373
0.9675
0.98127
Nov 22, 2024
Average Loss
Ambiguity Score
Ensemble Loss
NLL
Error Rate
ECE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Loss
Ambiguity Score
Ensemble Loss
NLL
Error Rate
ECE
Pre-trained
Model=CLIP-VIT-G/14, #...
2024.11
0.942
-
0.942
0.942
20.6
9.5
Pre-trained
Model=CLIP-VIT-L/14, #...
2024.11
0.948
-
0.948
0.948
25.1
4.9
LPE-BSR
Model=CLIP-VIT-G/14, #...
2024.11
0.955
0.013
0.941
0.927
20.6
8.9
LPE-BSR
Model=CLIP-VIT-L/14, #...
2024.11
0.993
0.053
0.94
0.929
25
2.8
Feedback
Search any
task
Search any
task