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Benchmarks
Noisy Test-time Adaptation on SSB Hard
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62.47
Accuracy (S)
AdaND
48.4508
52.0904
55.73
59.3696
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
62.47
27.17
37.87
DDE
Setting=Zero-shot, Con...
2026.06
61.48
61.59
61.53
OODD
Setting=Zero-shot, Con...
2026.06
58.88
34.57
43.56
AdaNeg
Setting=Zero-shot, Con...
2026.06
52.54
63.34
57.44
DMN
Setting=Zero-shot, Con...
2026.06
51.37
61.87
56.13
Tent
Setting=Zero-shot, Con...
2026.06
49.63
58.25
53.6
ZS-CLIP
Setting=Zero-shot, Con...
2026.06
49.59
58.1
53.51
TPT
Setting=Zero-shot, Con...
2026.06
48.99
60.61
54.18
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