BI-RADS Classification on EMBED (test)
33.29AccuracyCLEFT (Ours-LORA)
Evaluation Results
| Method | Links | |
|---|---|---|
| CLEFT (Ours-LORA)Evaluation Protocol=Zero-shot2024.07 | 33.29 | |
| CLEFT (Ours-LORA)Evaluation Protocol=Linear Probing2024.07 | 30.86 | |
| CLEFT (Ours-LORA)Evaluation Protocol=Fine-tuning2024.07 | 23.79 | |
| CLIPEvaluation Protocol=Fine-tuning2024.07 | 21.21 | |
| CLIPEvaluation Protocol=Zero-shot2024.07 | 20.93 | |
| ImageNetEvaluation Protocol=Linear Probing2024.07 | 20.21 | |
| ImageNetEvaluation Protocol=Zero-shot2024.07 | 18.29 | |
| RandomEvaluation Protocol=Zero-shot2024.07 | 17.86 | |
| RandomEvaluation Protocol=Linear Probing2024.07 | 17.43 | |
| CLIPEvaluation Protocol=Linear Probing2024.07 | 16.57 |