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ResearchFormerly WizWand

Density Classification on EMBED (test)

74.95AccuracyCLEFT (Ours-LORA)
33.03843.91954.865.681Jul 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CLEFT (Ours-LORA)Evaluation Protocol=Fine-tuning2024.0774.95
CLEFT (Ours-LORA)Evaluation Protocol=Linear Probing2024.0774.8
CLEFT (Ours-LORA)Evaluation Protocol=Zero-shot2024.0774.4
CLIPEvaluation Protocol=Zero-shot2024.0770.45
ImageNetEvaluation Protocol=Linear Probing2024.0767.45
ImageNetEvaluation Protocol=Zero-shot2024.0756.95
RandomEvaluation Protocol=Linear Probing2024.0754.45
CLIPEvaluation Protocol=Fine-tuning2024.0750.5
CLIPEvaluation Protocol=Linear Probing2024.0736.7
RandomEvaluation Protocol=Zero-shot2024.0734.65