Image Classification on ImageNet 1k (val) (Top-1 Accuracy & Avg.)
69.46Top-1 AccuracyFair Context Learning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fair Context LearningTest-time adaptation protocol=Evidence-Balanced Test-Time Adaptation2026.02 | 69.46 | 64.22 | |
| R-TPTTest-time adaptation protocol=Robust Test-Time Prompt Tuning2026.02 | 69.37 | 63.15 | |
| ZEROTest-time adaptation protocol=ZERO2026.02 | 69.28 | 63.84 | |
| TTLTest-time adaptation protocol=TTL2026.02 | 69.28 | 63.83 | |
| MTATest-time adaptation protocol=Multi-view Test-time Adaptation2026.02 | 69.24 | 63.07 | |
| TPTTest-time adaptation protocol=Test-Time Prompt Tuning2026.02 | 68.94 | 62.42 | |
| TPSTest-time adaptation protocol=Test-Time Prompt Selection2026.02 | 68.83 | 63.18 | |
| RLCFTest-time adaptation protocol=Reinforcement Learning with Confidence Feedback2026.02 | 68.56 | 62.81 | |
| C-TPTTest-time adaptation protocol=Continual Test-Time Prompt Tuning2026.02 | 68.52 | 61.16 | |
| CLIPTest-time adaptation protocol=Zero-shot2026.02 | 66.72 | 59.1 |