OGA, a Gaussian-based online test-time adaptation method for vision-language models, edges out prior methods on most benchmarks with one fixed hyperparameter, and advocates more rigorous multi-run evaluation.
Clip-adapter: Better vision-language models with feature adapters
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Online Gaussian Test-Time Adaptation of Vision-Language Models
OGA, a Gaussian-based online test-time adaptation method for vision-language models, edges out prior methods on most benchmarks with one fixed hyperparameter, and advocates more rigorous multi-run evaluation.