Density Classification on EMBED (test)
74.95AccuracyCLEFT (Ours-LORA)
Evaluation Results
| Method | Links | |
|---|---|---|
| CLEFT (Ours-LORA)Evaluation Protocol=Fine-tuning2024.07 | 74.95 | |
| CLEFT (Ours-LORA)Evaluation Protocol=Linear Probing2024.07 | 74.8 | |
| CLEFT (Ours-LORA)Evaluation Protocol=Zero-shot2024.07 | 74.4 | |
| CLIPEvaluation Protocol=Zero-shot2024.07 | 70.45 | |
| ImageNetEvaluation Protocol=Linear Probing2024.07 | 67.45 | |
| ImageNetEvaluation Protocol=Zero-shot2024.07 | 56.95 | |
| RandomEvaluation Protocol=Linear Probing2024.07 | 54.45 | |
| CLIPEvaluation Protocol=Fine-tuning2024.07 | 50.5 | |
| CLIPEvaluation Protocol=Linear Probing2024.07 | 36.7 | |
| RandomEvaluation Protocol=Zero-shot2024.07 | 34.65 |