Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Noisy Test-time Adaptation on NINCO
Loading...
59.81
Accuracy (S)
AdaND
49.4724
52.1562
54.84
57.5238
Jun 24, 2026
Accuracy (S)
Accuracy (N)
Accuracy (H)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (S)
Accuracy (N)
Accuracy (H)
AdaND
Setting=Zero-shot, Con...
2026.06
59.81
57.43
58.6
DDE
Setting=Zero-shot, Con...
2026.06
59.05
72.95
65.27
OODD
Setting=Zero-shot, Con...
2026.06
57.05
50.23
53.42
AdaNeg
Setting=Zero-shot, Con...
2026.06
54.3
58.46
56.3
TPT
Setting=Zero-shot, Con...
2026.06
51.94
78.31
62.46
Tent
Setting=Zero-shot, Con...
2026.06
51.59
72.07
60.13
ZS-CLIP
Setting=Zero-shot, Con...
2026.06
51.44
72.4
60.15
DMN
Setting=Zero-shot, Con...
2026.06
49.87
67.83
57.48
Feedback
Search any
task
Search any
task
