Image Classification on ELEVATER ICinW (test)
81.8Average ScoreREACT
Evaluation results
| Method | Links | |
|---|---|---|
| REACTevaluation_regime=Full-shot, adaptation_protocol=Fine-tuning (FT)2023.01 | 81.8 | |
| REACTevaluation_regime=Full-shot, adaptation_protocol=Linear Probe (LP)2023.01 | 80.4 | |
| CLIPevaluation_regime=Full-shot, adaptation_protocol=Fine-tuning (FT)2023.01 | 80.4 | |
| CLIPevaluation_regime=Full-shot, adaptation_protocol=Linear Probe (LP)2023.01 | 78.4 | |
| REACTevaluation_regime=Few-shot, adaptation_protocol=Linear Probe (LP)2023.01 | 68.9 | |
| REACTevaluation_regime=Few-shot, adaptation_protocol=Fine-tuning (FT)2023.01 | 68.4 | |
| CLIPevaluation_regime=Few-shot, adaptation_protocol=Linear Probe (LP)2023.01 | 65.4 | |
| CLIPevaluation_regime=Few-shot, adaptation_protocol=Fine-tuning (FT)2023.01 | 63.3 | |
| REACTevaluation_regime=Zero-Shot2023.01 | 60.6 | |
| CLIPevaluation_regime=Zero-Shot2023.01 | 56.8 |