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Benchmarks
Test-Time Adaptation on CIFAR-100-C (20 rounds, severity 5)
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33.8
Error Rate (Round 1)
TRIBE
33.016
38.308
43.6
48.892
Mar 22, 2026
Error Rate (Round 1)
Average Error Rate (20 Rounds)
Updated 25d ago
Evaluation Results
Method
Method
Links
Error Rate (Round 1)
Average Error Rate (20 Rounds)
TRIBE
2026.03
33.8
39.6
PeTTA + MCM
2026.03
33.8
32.6
RoTTA
2026.03
35.5
61.4
PeTTA
2026.03
35.8
35.1
RDumb
2026.03
36.7
36.6
Source
2026.03
46.5
46.5
CoTTA
2026.03
53.4
83.1
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