ResearchBenchmarksTest-Time Adaptation on CIFAR-100-C (20 rounds, severity 5)Test-Time Adaptation on CIFAR-100-C (20 rounds, severity 5)Follow33.8Error Rate (Round 1)TRIBE33.01638.30843.648.892Mar 22, 2026Evaluation resultsMethodMethodLinksError Rate (Round 1)Average Error Rate (20 Rounds)TRIBE2026.0333.839.6PeTTA + MCM2026.0333.832.6RoTTA2026.0335.561.4PeTTA2026.0335.835.1RDumb2026.0336.736.6Source2026.0346.546.5CoTTA2026.0353.483.1